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Сравнение нейросетей для создания ПО. Для сканирования хостов и поиска никнеймов

bbfec90e7ee82591c96b7fe24364e486.png

Введение

Приветствуем дорогих читателей! Начинаем рубрику посвящённую нейросетям и их применению в сфере ИБ. В этой статье мы сравним 3 самых популярных и одну малоизвестную ИИ в разработке скриптов для эффективного поиска никнеймов и сканирования хостов на уязвимости.

Дисклеймер: Все данные, предоставленные в статье, взяты из открытых источников. Не призывают к действию и предоставлены только для ознакомления и изучения механизмов используемых технологий.

Постановка задачи

Предположим что требуется создать два скрипта на ЯП Python. Первый скрипт должен сканировать маску подсети или отдельно взятые хосты на сбор следующей информации: открытые порты, сервисы использующие порты и их версии, поиск CVE под эти сервисы. Второй скрипт должен искать никнейм в социальных сетях и иных интернет-ресурсов актуальных для СНГ, в том числе предоставлять краткую информацию о аккаунте если она имеется. В качестве тестируемых ИИ возьмём: ChatGPT, Perplexity, DeepSeek и Together.

Этапы создания и промпты к ним

Этапы создания сетевого сканера:

  • Сканирование сети.

    • Промпт: “Напиши на python сетевой сканер в котором можно задавать в параметрах собственную маску подсети”;

  • Сканирование устройств на открытые порты и версии доступных сервисов.

    • Промпт: “Теперь нужно чтобы он сканировал порты и отображал работающие на них сервисы с версией ПО”;

  • Поиск CVE по сервисам и их версиям.

    • Промпт: “Теперь добавь поиск уязвимостей по каждому сервису”.

Этапы создания скрипта для поиска никнейма:

  • Проверка наличия на популярных соц.сетях и интернет-ресурсах в странах СНГ.

    • Промпт: “Напиши скрипт на Python для поиска никнейма по самым популярным социальным сетям и ресурсам СНГ”;

  • Выдача краткой информации по каждой найденной учётной записи.

    • Промпт: “Теперь нужно добавить краткую информацию к каждому найденному аккаунту”.

После тестов будем проводить анализ кода каждого скрипта который получиться в итоге.

Инструмент GodMode

Для наибольшего удобства возьмём проект с открытым исходным кодом GodMode, он позволяет превратить браузер Chromium в интерактивную панель для группового запроса в несколько нейросетей.

Установка заключается в клонировании репозитория и его установки через npm:

git clone https://github.com/smol-ai/GodMode.git
cd GodMode
npm install --force
npm run start
6a1e535cedf4fd2bf2ad74b164133d61.png

Тест ChatGPT

Создание сетевого сканера

Сканирование сети

1eb3f2d9a1186b6176fcbf33bc6692ab.png

В целом скрипт справился успешно со своей прямой задачей и довольно быстро. Помимо IP-адресов никакой дополнительной информации не присутствует.

Сканирование устройств на открытые порты и версии доступных сервисов

bf2814acb9cb763bcd4f2ee6031dc384.png

Здесь скрипт сработал как и требовалось, видны открытые порты и сервисы на них. Бонусом показан код HTML-страницы которая лежит на 80ом порту. Отображаются состояния сервисов(Bad Request/ready), что добавляет удобства анализу.

Поиск CVE по сервисам и их версиям

e00148b985a1259149d99ed2a872cf35.png

Нейросеть реализовала функцию через локальную базу данных уязвимостей. К сожалению при тестах эта база не дала результата.

#!/usr/bin/env python3

import ipaddress
import subprocess
import concurrent.futures
import argparse
import socket
import platform

# 🔐 Локальная база уязвимостей
VULNERABILITIES = {
    "apache/2.4.49": ["CVE-2021-41773", "CVE-2021-42013"],
    "nginx/1.18.0": ["CVE-2021-23017"],
    "openssh_7.2p2": ["CVE-2016-0777"],
    "mysql 5.7.29": ["CVE-2020-2574"],
    "proftpd 1.3.5": ["CVE-2019-12815"],
    "vsftpd 2.3.4": ["CVE-2011-2523"]
}

def banner():
    print("="*60)
    print("     Сетевой сканер с определением сервисов и CVE")
    print("="*60)

def is_host_alive(ip):
    try:
        param = "-n" if platform.system().lower() == "windows" else "-c"
        result = subprocess.run(
            ["ping", param, "1", "-W", "1", str(ip)],
            stdout=subprocess.DEVNULL,
            stderr=subprocess.DEVNULL
        )
        return ip if result.returncode == 0 else None
    except Exception:
        return None

def grab_banner(ip, port):
    try:
        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
            s.settimeout(1)
            s.connect((str(ip), port))
            s.sendall(b"\r\n")
            banner = s.recv(1024).decode(errors="ignore").strip()
            return banner
    except:
        return ""

def scan_port(ip, port):
    try:
        with socket.socket() as s:
            s.settimeout(0.5)
            s.connect((str(ip), port))
            banner = grab_banner(ip, port)
            return (port, banner)
    except:
        return None

def scan_host_ports(ip, ports):
    open_ports = []
    for port in ports:
        result = scan_port(ip, port)
        if result:
            port, banner = result
            open_ports.append((port, banner))
    return open_ports

def scan_network(subnet, ports):
    active_hosts = []
    with concurrent.futures.ThreadPoolExecutor(max_workers=100) as executor:
        futures = {executor.submit(is_host_alive, ip): ip for ip in ipaddress.IPv4Network(subnet)}
        for future in concurrent.futures.as_completed(futures):
            ip = future.result()
            if ip:
                print(f"[+] Хост активен: {ip}")
                active_hosts.append(ip)

    print("\n[~] Сканирование портов на активных хостах...\n")
    for ip in active_hosts:
        open_ports = scan_host_ports(ip, ports)
        if open_ports:
            print(f"[•] Хост {ip} — открытые порты:")
            for port, banner in open_ports:
                service = identify_service(banner, port)
                cves = find_vulnerabilities(banner)
                print(f"    [+] Порт {port}/tcp | Сервис: {service} | Баннер: {banner}")
                if cves:
                    print(f"        [!] Уязвимости: {', '.join(cves)}")
            print()
        else:
            print(f"[-] Хост {ip}: открытых портов не найдено.\n")

def identify_service(banner, port):
    if banner:
        banner = banner.lower()
        if "ftp" in banner:
            return "FTP"
        elif "ssh" in banner:
            return "SSH"
        elif "http" in banner:
            return "HTTP"
        elif "smtp" in banner:
            return "SMTP"
        elif "mysql" in banner:
            return "MySQL"
        elif "rdp" in banner or "remote desktop" in banner:
            return "RDP"
        elif "smb" in banner:
            return "SMB"
        elif "telnet" in banner:
            return "Telnet"
    known_ports = {
        21: "FTP", 22: "SSH", 23: "Telnet", 25: "SMTP", 53: "DNS",
        80: "HTTP", 110: "POP3", 139: "SMB", 143: "IMAP", 443: "HTTPS",
        3306: "MySQL", 3389: "RDP", 8080: "HTTP-Alt"
    }
    return known_ports.get(port, "Неизвестно")

def find_vulnerabilities(banner):
    banner = banner.lower()
    found = []
    for vuln_banner, cves in VULNERABILITIES.items():
        if vuln_banner in banner:
            found.extend(cves)
    return found

def main():
    banner()
    parser = argparse.ArgumentParser(description="Сканирование сети и сервисов с CVE.")
    parser.add_argument("subnet", help="Подсеть для сканирования, например 192.168.1.0/24")
    parser.add_argument("--ports", help="Список портов через запятую (по умолчанию популярные)", default="21,22,23,25,53,80,110,139,143,443,3306,3389,8080")
    args = parser.parse_args()

    try:
        port_list = [int(p.strip()) for p in args.ports.split(",")]
        print(f"[~] Сканирование подсети: {args.subnet}")
        scan_network(args.subnet, port_list)
    except ValueError:
        print("[!] Ошибка: неверный формат портов или подсети.")

if __name__ == "__main__":
    main()

Создание скрипта для поиска никнеймов

Проверка наличия на популярных соц.сетях и интернет-ресурсах в странах СНГ

0d6508578f58c5d3d5aefcaca1612a2c.png

Выдача результатов удобная, имеются статусы отображения(Найден/Нет/Ошибка подключения), список соц.сетей и интернет-ресурсов соответствует действительности.

Выдача краткой информации по каждой найденной учётной записи

44105388d3c2f6f2f926c230d5672a7b.png

Изменения в коде снизили эффективность, видно значительное сокращение списка ресурсов.** Это произошло на этапе промпта “Теперь нужно добавить краткую информацию к каждому найденному аккаунту”. Но в целом с поставленной задачей справился нормально.

#!/usr/bin/env python3

import requests
import concurrent.futures
import argparse
import re
from bs4 import BeautifulSoup

# 📡 Популярные СНГ-платформы
SITES = {
    "VK": "https://vk.com/{}",
    "Telegram": "https://t.me/{}",
    "YouTube": "https://www.youtube.com/@{}",
    "GitHub": "https://github.com/{}"
}

HEADERS = {
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64)"
}

def fetch_profile_info(site, url, username):
    try:
        r = requests.get(url, headers=HEADERS, timeout=5)
        if r.status_code != 200:
            return None

        soup = BeautifulSoup(r.text, 'html.parser')
        if site == "VK":
            title = soup.title.string if soup.title else ""
            match = re.search(r'(.+)\| ВКонтакте', title)
            if match:
                return match.group(1).strip()
        elif site == "Telegram":
            desc = soup.find("meta", {"property": "og:description"})
            if desc:
                return desc.get("content", "").strip()
        elif site == "YouTube":
            meta = soup.find("meta", {"name": "title"})
            if meta:
                return meta.get("content", "").strip()
        elif site == "GitHub":
            name = soup.find("span", class_="p-name")
            if name:
                return name.get_text(strip=True)
        return None
    except Exception:
        return None

def check_username(site_name, url_template, username):
    url = url_template.format(username)
    try:
        response = requests.get(url, headers=HEADERS, timeout=5)
        if response.status_code == 200:
            info = fetch_profile_info(site_name, url, username)
            return (site_name, url, "✅ Найден", info)
        elif response.status_code in [301, 302, 403]:
            return (site_name, url, "⚠️ Возможен, но закрыт", None)
        else:
            return (site_name, url, "❌ Нет", None)
    except requests.RequestException:
        return (site_name, url, "❌ Ошибка подключения", None)

def main():
    parser = argparse.ArgumentParser(description="Поиск ника по СНГ-сайтам с краткой инфой.")
    parser.add_argument("username", help="Никнейм пользователя")
    args = parser.parse_args()

    print("=" * 60)
    print(f"🔍 Поиск ника: {args.username}")
    print("=" * 60)

    with concurrent.futures.ThreadPoolExecutor(max_workers=10) as executor:
        futures = []
        for site, template in SITES.items():
            futures.append(executor.submit(check_username, site, template, args.username))
        for future in concurrent.futures.as_completed(futures):
            site, url, status, info = future.result()
            print(f"[{site:<10}] {status} — {url}")
            if info:
                print(f"              ↪ {info}")

if __name__ == "__main__":
    main()

Тест Perplexity

Создание сетевого сканера

Сканирование сети

b4d1000349c07f6c8bc391af7ce412e5.png

Скрипт справился со своей задачей и дополнительно отобразил MAC-адреса.

Сканирование устройств на открытые порты и версии доступных сервисов

d40b299afb19e26acc7b76d3b3674421.png

Отображение портов и информации по ним происходило корректно, но скорость скрипта была настолько медленной, что пришлось остановить его работу через 10 минут.

Поиск CVE по сервисам и их версиям

4f60ac75aef48e1e96b33e5fe0566bf6.png

Заметно, что результатов в выдаче стало сильно меньше и скрипт даже не перешёл к проверке следующего адреса. Функцию поиска CVE нейросеть реализовала средствами API сайта. Использовав API сайта, скрипт не вывел уязвимостей, не проверил следующие адреса и забыл про выдачу MAC-адресов.

import argparse
import requests
import subprocess
from scapy.all import ARP, Ether, srp
import xml.etree.ElementTree as ET

VULNERS_API_KEY = "YOUR_API_KEY"
VULNERS_URL = "https://vulners.com/api/v3/search/lucene/"

def get_vulnerabilities(service, version):
    """Получение уязвимостей через Vulners API"""
    headers = {'Content-Type': 'application/json'}
    query = f'type:cve AND affectedSoftware.name:"{service}" AND affectedSoftware.version:"{version}"'
    
    try:
        response = requests.get(
            VULNERS_URL,
            headers=headers,
            params={
                'query': query,
                'apiKey': VULNERS_API_KEY
            }
        )
        return response.json().get('data', {}).get('search', [])
    except Exception as e:
        return [f"Ошибка запроса: {str(e)}"]

def parse_nmap_xml(xml_output):
    """Парсинг вывода Nmap XML"""
    root = ET.fromstring(xml_output)
    results = []
    
    for host in root.findall('host'):
        ip = host.find('address').get('addr')
        for port in host.findall('ports/port'):
            if port.find('state').get('state') == 'open':
                service = port.find('service')
                service_name = service.get('name', 'unknown')
                product = service.get('product', '')
                version = service.get('version', '')
                
                results.append({
                    'ip': ip,
                    'port': port.get('portid'),
                    'service': f"{product} {version}".strip(),
                    'name': service_name
                })
    return results

def enhanced_service_scan(target, ports):
    """Улучшенное сканирование с XML-выводом"""
    try:
        ports_str = ','.join(map(str, ports))
        result = subprocess.run(
            ['nmap', '-sV', '-oX', '-', '-p', ports_str, target],
            capture_output=True,
            text=True,
            check=True
        )
        return parse_nmap_xml(result.stdout)
    except subprocess.CalledProcessError as e:
        return [f"Ошибка Nmap: {e.stderr}"]
    except FileNotFoundError:
        return ["Nmap не установлен"]

def main():
    parser = argparse.ArgumentParser(description='Сканер уязвимостей сетевых сервисов')
    parser.add_argument('-t', '--target', required=True, help='Целевой IP или подсеть')
    parser.add_argument('-p', '--ports', default='1-1024', 
                      help='Диапазон портов (по умолчанию: 1-1024)')
    args = parser.parse_args()

    ports = range(*map(int, args.ports.split('-')))
    services = enhanced_service_scan(args.target, ports)
    
    print(f"\nРезультаты сканирования {args.target}:")
    for service in services:
        print(f"\n{service['ip']}:{service['port']} - {service['service']}")
        
        if service['service'] != '':
            vulns = get_vulnerabilities(service['name'], service['service'])
            if vulns:
                print("Найденные уязвимости:")
                for vuln in vulns[:3]:  # Показываем топ-3 уязвимости
                    print(f"  - {vuln.get('_source', {}).get('title', 'Unknown')}")
                    print(f"    CVE: {vuln.get('_source', {}).get('cvelist', ['N/A'])[0]}")
                    print(f"    Ссылка: {vuln.get('_source', {}).get('href', 'N/A')}")
            else:
                print("Уязвимостей не обнаружено")

if __name__ == "__main__":
    main()

Создание скрипта для поиска никнеймов

Проверка наличия на популярных соц.сетях и интернет-ресурсах в странах СНГ

a5945aafbfcf2775e929666e2406275b.png

Реализация скрипта получилась настолько медленной, что в течение 10 минут так и не было найдено ни одного совпадения и пришлось завершить его работу.

Выдача краткой информации по каждой найденной учётной записи

33087f4e25dcf09a441c60b3c4483514.png

В этот раз получилось реализовать поиск. Набор соц.сетей и ресурсов подходит под СНГ. Результатом работы скрипта является информация, полученная путем парсинга HTML-страниц. К сожалению, добиться таких же результатов, как у GPT, не удалось. ChatGPT нашёл ссылку на ВК и предоставил краткую информацию, скрипт от Perplexity совсем не увидел наличие никнейма на этой платформе.

import requests
from bs4 import BeautifulSoup

def get_account_info(url, platform):
    """Получение краткой информации о профиле"""
    try:
        response = requests.get(url, timeout=10)
        soup = BeautifulSoup(response.text, 'html.parser')
        
        info = {
            'url': url,
            'platform': platform.capitalize(),
            'name': 'Не удалось получить',
            'bio': 'Нет информации',
            'posts': 'Нет данных',
            'followers': 'Нет данных'
        }
        
        if platform == 'vk':
            name_tag = soup.find('h1', class_='page_name')
            if name_tag: info['name'] = name_tag.text.strip()
            
            bio_tag = soup.find('div', class_='page_current_info')
            if bio_tag: info['bio'] = bio_tag.text.strip()
            
            counters = soup.find_all('div', class_='counts_module_info')
            if counters:
                if len(counters) > 0: info['posts'] = counters[0].text.strip()
                if len(counters) > 1: info['followers'] = counters[1].text.strip()
        
        elif platform == 'instagram':
            meta = soup.find('meta', property='og:description')
            if meta:
                content = meta['content']
                parts = content.split(' - ')
                if len(parts) > 0:
                    followers = parts[0].split(' ')[0]
                    posts = parts[1].split(' ')[0]
                    info['followers'] = followers
                    info['posts'] = posts
            name_tag = soup.find('title')
            if name_tag: info['name'] = name_tag.text.split('•')[0].strip()
        
        elif platform == 'twitter':
            name_tag = soup.find('div', {'data-testid': 'UserName'})
            if name_tag: info['name'] = name_tag.text.strip()
            
            bio_tag = soup.find('div', {'data-testid': 'UserDescription'})
            if bio_tag: info['bio'] = bio_tag.text.strip()
            
            stats = soup.find_all('span', {'data-testid': 'app-text-transition-container'})
            if stats:
                if len(stats) > 0: info['posts'] = stats[0].text.strip()
                if len(stats) > 1: info['followers'] = stats[1].text.strip()
        
        elif platform == 'youtube':
            name_tag = soup.find('meta', property='og:title')
            if name_tag: info['name'] = name_tag['content']
            
            subs_tag = soup.find('meta', itemprop='subscriberCount')
            if subs_tag: info['followers'] = f"{subs_tag['content']} подписчиков"
        
        return info
    
    except Exception as e:
        return {'error': str(e), 'platform': platform, 'url': url}

def check_username(username):
    """Проверка и сбор информации о профилях"""
    platforms = {
        'vk': f'https://vk.com/{username}',
        'instagram': f'https://www.instagram.com/{username}/',
        'twitter': f'https://twitter.com/{username}',
        'youtube': f'https://www.youtube.com/{username}',
        'tiktok': f'https://www.tiktok.com/@{username}',
        'github': f'https://github.com/{username}',
        'habr': f'https://habr.com/ru/users/{username}/',
        'pikabu': f'https://pikabu.ru/@{username}',
        'telegram': f'https://t.me/{username}',
        'ok': f'https://ok.ru/{username}'
    }
    
    results = {}
    
    for platform, url in platforms.items():
        try:
            response = requests.head(url, timeout=5)
            if response.status_code == 200:
                print(f"Анализируем {platform}...")
                info = get_account_info(url, platform)
                results[platform] = info
            else:
                results[platform] = {'status': 'Не найден'}
        except Exception as e:
            results[platform] = {'error': str(e)}
    
    return results

def display_results(results):
    """Вывод результатов с форматированием"""
    print("\nРезультаты поиска:")
    for platform, data in results.items():
        print(f"\n▬▬▬ {platform.upper()} ▬▬▬")
        
        if 'status' in data:
            print("Профиль не найден")
            continue
            
        if 'error' in data:
            print(f"Ошибка: {data['error']}")
            continue
            
        print(f"Ссылка: {data['url']}")
        print(f"Имя: {data.get('name', 'Нет данных')}")
        print(f"Описание: {data.get('bio', 'Нет данных')}")
        print(f"Публикации: {data.get('posts', 'Нет данных')}")
        print(f"Подписчики: {data.get('followers', 'Нет данных')}")

def main():
    username = input("Введите никнейм для поиска: ")
    results = check_username(username)
    display_results(results)

if __name__ == "__main__":
    main()

Тест DeepSeek

Создание сетевого сканера

Сканирование сети

7441b480a925a12fe00d925a4a36a210.png

Результат идентичен Perplexity, но добавился ненужный параметр ввода маски, когда её можно просто прописать через /.

Сканирование устройств на открытые порты и версии доступных сервисов

e380b10b128c2fe26268c59bd9d5d19b.png

Порты, сервисы и их версии отображаются правильно. В положительную сторону можно отметить наличие параметра для выбора диапазона портов. Сканирование выполнено быстро.

Поиск CVE по сервисам и их версиям

77bb56947eefc4a2834a34cc394fa178.png

Нейросеть попыталась реализовать поиск средствами API сайтов: cve.circl.lu и www.exploit-db.com, но данная функция не была реализована до конца.

import argparse
from scapy.all import ARP, Ether, srp
import ipaddress
import nmap
import requests
import json
from datetime import datetime

# Конфигурация API для проверки уязвимостей
CVE_API_URL = "https://cve.circl.lu/api/search"
EXPLOIT_DB_API = "https://www.exploit-db.com/search"

def scan_network(subnet, mask):
    """Сканирует подсеть и возвращает активные хосты."""
    network = f"{subnet}/{mask}"
    try:
        ip_network = ipaddress.ip_network(network, strict=False)
    except ValueError as e:
        print(f"Ошибка в подсети или маске: {e}")
        return []
    
    arp_request = ARP(pdst=str(ip_network))
    ether_frame = Ether(dst="ff:ff:ff:ff:ff:ff")
    packet = ether_frame / arp_request
    result = srp(packet, timeout=3, verbose=0)[0]
    
    return [{'ip': received.psrc, 'mac': received.hwsrc} for sent, received in result]

def scan_ports(host, ports="1-1000"):
    """Сканирует порты и возвращает информацию о сервисах."""
    nm = nmap.PortScanner()
    nm.scan(hosts=host, ports=ports, arguments='-sV --version-intensity 3')
    
    open_ports = []
    for proto in nm[host].all_protocols():
        for port, info in nm[host][proto].items():
            if info['state'] == 'open':
                open_ports.append({
                    'port': port,
                    'service': info['name'],
                    'version': info.get('version', 'не определена'),
                    'product': info.get('product', 'не определен')
                })
    return open_ports

def check_cve(service, version):
    """Проверяет уязвимости через CVE API."""
    try:
        params = {'product': service, 'version': version}
        response = requests.get(CVE_API_URL, params=params)
        if response.status_code == 200:
            return response.json().get('results', [])
    except Exception as e:
        print(f"Ошибка при запросе CVE: {e}")
    return []

def check_exploits(service, version):
    """Проверяет эксплойты для сервиса (заглушка, нужен реальный API Exploit-DB)."""
    # В реальном коде здесь должен быть запрос к Exploit-DB или Vulners
    return []

def check_common_vulns(service, version, port):
    """Проверяет известные уязвимости для популярных сервисов."""
    vulns = []
    if service == 'http':
        if 'Apache' in version and '2.4.49' in version:
            vulns.append('CVE-2021-41773 (Path Traversal in Apache 2.4.49)')
    elif service == 'smb' and 'Samba' in version:
        vulns.append('CVE-2017-7494 (Samba RCE)')
    elif service == 'ssh' and 'OpenSSH' in version and '7.9' in version:
        vulns.append('CVE-2021-41617 (OpenSSH 7.9 уязвимость)')
    return vulns

def get_vulnerabilities(host_info):
    """Анализирует сервис на уязвимости."""
    service = host_info['service']
    version = host_info['version']
    port = host_info['port']
    
    vulns = []
    
    # Проверка CVE
    cve_list = check_cve(service, version)
    for cve in cve_list:
        vulns.append(f"{cve.get('id', 'CVE-XXXX')}: {cve.get('summary', 'Уязвимость обнаружена')}")
    
    # Проверка общих уязвимостей
    vulns.extend(check_common_vulns(service, version, port))
    
    return vulns if vulns else ["Уязвимости не найдены"]

def main():
    parser = argparse.ArgumentParser(description="Сетевой сканер с поиском уязвимостей")
    parser.add_argument("--subnet", required=True, help="Подсеть (например, 192.168.1.0)")
    parser.add_argument("--mask", required=True, help="Маска (например, 24)")
    parser.add_argument("--ports", default="1-1000", help="Порты (например, 80,443)")
    args = parser.parse_args()

    print(f"[*] Сканирование {args.subnet}/{args.mask}...")
    hosts = scan_network(args.subnet, args.mask)
    
    if not hosts:
        print("[!] Активные хосты не найдены.")
        return
    
    print("\n[+] Активные хосты:")
    for host in hosts:
        print(f"IP: {host['ip']}\tMAC: {host['mac']}")
        
        open_ports = scan_ports(host['ip'], args.ports)
        if not open_ports:
            print(f"  [!] Нет открытых портов.")
            continue
            
        for port_info in open_ports:
            print(f"\n  [Порт {port_info['port']}] {port_info['service']} ({port_info['product']} {port_info['version']})")
            
            # Поиск уязвимостей
            vulns = get_vulnerabilities({
                'service': port_info['service'],
                'version': port_info['version'],
                'port': port_info['port']
            })
            
            print("  [Уязвимости]:")
            for vuln in vulns:
                print(f"    - {vuln}")

if __name__ == "__main__":
    main()

Создание скрипта для поиска никнеймов

Проверка наличия на популярных соц.сетях и интернет-ресурсах в странах СНГ

842ecd3c6a80d6d43d0285f85813ec86.png

Результат практически совпадает с ответом ChatGPT. К количеству ресурсов претензий нет. Появился статус "Ручная проверка", но отсутствуют ссылки на профили.

Выдача краткой информации по каждой найденной учётной записи

d3f4de588758392412804255c9f539f2.png

Как и в случае с ChatGPT, нейросеть заметно сократила список ресурсов. Но с поставленной задачей справилась, при помощи проверки конкретных элементов на страницах.

import requests
from bs4 import BeautifulSoup
import time
import json

# Обновленный словарь с корректными проверками
SITES = {
    "VK": {
        "url": "https://vk.com/{}",
        "check": lambda response, soup: response.status_code == 200 and not soup.find("div", class_="profile_deleted"),
        "info": lambda soup: {
            "Имя": soup.find("h1", class_="page_name").get_text(strip=True) if soup.find("h1", class_="page_name") else "Не указано",
            "Статус": soup.find("div", class_="page_current_info").get_text(strip=True) if soup.find("div", class_="page_current_info") else "Нет статуса",
        }
    },
    "Telegram": {
        "url": "https://t.me/{}",
        "check": lambda response, _: response.status_code == 200 and response.url == response.request.url,
        "info": lambda soup: {
            "Имя": soup.find("div", class_="tgme_page_title").get_text(strip=True) if soup.find("div", class_="tgme_page_title") else "Не указано",
            "Описание": soup.find("div", class_="tgme_page_description").get_text(strip=True) if soup.find("div", class_="tgme_page_description") else "Нет описания",
        }
    },
    "Odnoklassniki": {
        "url": "https://ok.ru/{}",
        "check": lambda response, _: response.status_code == 200,
        "info": lambda soup: {
            "Имя": soup.find("h1", class_="profile-user-name").get_text(strip=True) if soup.find("h1", class_="profile-user-name") else "Не указано",
        }
    },
    "GitHub": {
        "url": "https://api.github.com/users/{}",
        "check": lambda response, _: response.status_code == 200,
        "info": lambda data: {
            "Имя": data.get("name", "Не указано"),
            "Репозитории": data.get("public_repos", 0),
            "Подписчики": data.get("followers", 0),
        }
    },
}

HEADERS = {
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
}

def get_account_info(nickname, site_name, site_data):
    """Получает информацию об аккаунте на конкретной платформе."""
    url = site_data["url"].format(nickname)
    try:
        response = requests.get(url, headers=HEADERS, timeout=10)
        
        if "api.github.com" in url:
            if site_data["check"](response, None):
                return site_data["info"](response.json())
        else:
            soup = BeautifulSoup(response.text, 'html.parser')
            if site_data["check"](response, soup):
                return site_data["info"](soup)
                
    except Exception as e:
        return {"Ошибка": f"{type(e).__name__}: {str(e)}"}
    return None

def check_nickname(nickname):
    """Проверяет никнейм на всех платформах и возвращает результаты."""
    results = {}
    for site_name, site_data in SITES.items():
        time.sleep(1)
        info = get_account_info(nickname, site_name, site_data)
        if info:
            results[site_name] = {"status": "✅ Занят", "info": info}
        else:
            results[site_name] = {"status": "❌ Свободен или ошибка"}
    return results

def print_results(nickname, results):
    """Выводит результаты в читаемом формате."""
    print(f"\n🔍 Результаты поиска для '{nickname}':")
    for site, data in results.items():
        print(f"\n{site}: {data['status']}")
        if "info" in data:
            for key, value in data["info"].items():
                print(f"  {key}: {value}")

def main():
    nickname = input("Введите никнейм для поиска: ").strip()
    results = check_nickname(nickname)
    print_results(nickname, results)

if __name__ == "__main__":
    main()

Тест Together.ai

Создание сетевого сканера

f8c0f41837d2222ae2fedb7628b3a368.png

Результат идентичен Perplexity и DeepSeek.

Сканирование устройств на открытые порты и версии доступных сервисов

11babef7a629c884e56c293a4dd08fe9.png

Также совпадает с Perplexity и DeepSeek.

Поиск CVE по сервисам и их версиям

ea7221135806a8d0fcd0aee3b6291864.png

Наконец появилась первая нейросеть, которая действительно впечатлила нас отображением CVE для сервисов! Для этого используется API vulners.com. Чтобы запустить код, нужно прописать свой API-ключ в соответствующую переменную.

import argparse
import requests
import subprocess
from scapy.all import ARP, Ether, srp
import xml.etree.ElementTree as ET

VULNERS_API_KEY = "YOUR_API_KEY"
VULNERS_URL = "https://vulners.com/api/v3/search/lucene/"

def get_vulnerabilities(service, version):
    """Получение уязвимостей через Vulners API"""
    headers = {'Content-Type': 'application/json'}
    query = f'type:cve AND affectedSoftware.name:"{service}" AND affectedSoftware.version:"{version}"'
    
    try:
        response = requests.get(
            VULNERS_URL,
            headers=headers,
            params={
                'query': query,
                'apiKey': VULNERS_API_KEY
            }
        )
        return response.json().get('data', {}).get('search', [])
    except Exception as e:
        return [f"Ошибка запроса: {str(import ipaddress
from scapy.all import ARP, Ether, srp
import nmap
import requests

def network_scanner(ip_range):
    """
    Сканирует сеть и возвращает список активных хостов.

    :param ip_range: Диапазон IP-адресов в формате "192.168.1.0/24"
    :return: Список активных хостов
    """
    # Создаем объект ipaddress.ip_network для работы с диапазоном IP-адресов
    network = ipaddress.ip_network(ip_range, strict=False)

    # Создаем пакет ARP-запроса
    arp = ARP(pdst=str(network))
    ether = Ether(dst="ff:ff:ff:ff:ff:ff")
    packet = ether/arp

    # Отправляем пакет и получаем ответ
    result = srp(packet, timeout=3, verbose=0)[0]

    # Анализируем ответ и формируем список активных хостов
    active_hosts = []
    for sent, received in result:
        active_hosts.append({'ip': received.psrc, 'mac': received.hwsrc})

    return active_hosts

def port_scanner(host):
    """
    Сканирует порты хоста и возвращает информацию о сервисах.

    :param host: IP-адрес хоста
    :return: Информация о сервисах
    """
    # Создаем объект nmap.PortScanner для сканирования портов
    nm = nmap.PortScanner()

    # Сканируем порты
    nm.scan(host, arguments='-sV')

    # Анализируем результаты сканирования
    services = []
    for proto in nm[host].all_protocols():
        lport = sorted(nm[host][proto].keys())
        for port in lport:
            service = nm[host][proto][port]
            services.append({
                'port': port,
                'protocol': proto,
                'service': service['name'],
                'version': service['product'] + ' ' + service['version']
            })

    return services

def vulnerability_scanner(service):
    """
    Ищет уязвимости для сервиса.

    :param service: Информация о сервисе
    :return: Список уязвимостей
    """
    api_key = ""  # замените на свой API-ключ
    url = f"https://vulners.com/api/v3/search/lucene/?query={service['service']}%20{service['version']}&size=10"
    headers = {"Authorization": f"Bearer {api_key}"}

    response = requests.get(url, headers=headers)
    if response.status_code == 200:
        data = response.json()
        vulnerabilities = []
        for result in data['data']['search']:
            vulnerability = {
                'id': result.get('_id', 'N/A'),
                'title': result.get('title', 'N/A'),
                'cvss': result.get('cvss', {}).get('score', 'N/A')
            }
            vulnerabilities.append(vulnerability)
        return vulnerabilities
    else:
        return []

def main():
    # Запрашиваем у пользователя маску подсети
    ip_range = input("Введите диапазон IP-адресов (например, 192.168.1.0/24): ")

    # Сканируем сеть
    active_hosts = network_scanner(ip_range)

    # Выводим результаты
    for host in active_hosts:
        print(f"Хост: {host['ip']} ({host['mac']})")
        services = port_scanner(host['ip'])
        if services:
            print("Сервисы:")
            for service in services:
                print(f"  {service['port']}/{service['protocol']}: {service['service']} ({service['version']})")
                vulnerabilities = vulnerability_scanner(service)
                if vulnerabilities:
                    print("    Уязвимости:")
                    for vulnerability in vulnerabilities:
                        print(f"      ID: {vulnerability['id']}, Заголовок: {vulnerability['title']}, CVSS: {vulnerability['cvss']}")
                else:
                    print("    Уязвимости не обнаружены.")
        else:
            print("Сервисы не обнаружены.")
        print()

if __name__ == "__main__":
    main()
e)}"]

def parse_nmap_xml(xml_output):
    """Парсинг вывода Nmap XML"""
    root = ET.fromstring(xml_output)
    results = []
    
    for host in root.findall('host'):
        ip = host.find('address').get('addr')
        for port in host.findall('ports/port'):
            if port.find('state').get('state') == 'open':
                service = port.find('service')
                service_name = service.get('name', 'unknown')
                product = service.get('product', '')
                version = service.get('version', '')
                
                results.append({
                    'ip': ip,
                    'port': port.get('portid'),
                    'service': f"{product} {version}".strip(),
                    'name': service_name
                })
    return results

def enhanced_service_scan(target, ports):
    """Улучшенное сканирование с XML-выводом"""
    try:
        ports_str = ','.join(map(str, ports))
        result = subprocess.run(
            ['nmap', '-sV', '-oX', '-', '-p', ports_str, target],
            capture_output=True,
            text=True,
            check=True
        )
        return parse_nmap_xml(result.stdout)
    except subprocess.CalledProcessError as e:
        return [f"Ошибка Nmap: {e.stderr}"]
    except FileNotFoundError:
        return ["Nmap не установлен"]

def main():
    parser = argparse.ArgumentParser(description='Сканер уязвимостей сетевых сервисов')
    parser.add_argument('-t', '--target', required=True, help='Целевой IP или подсеть')
    parser.add_argument('-p', '--ports', default='1-1024', 
                      help='Диапазон портов (по умолчанию: 1-1024)')
    args = parser.parse_args()

    ports = range(*map(int, args.ports.split('-')))
    services = enhanced_service_scan(args.target, ports)
    
    print(f"\nРезультаты сканирования {args.target}:")
    for service in services:
        print(f"\n{service['ip']}:{service['port']} - {service['service']}")
        
        if service['service'] != '':
            vulns = get_vulnerabilities(service['name'], service['service'])
            if vulns:
                print("Найденные уязвимости:")
                for vuln in vulns[:3]:  # Показываем топ-3 уязвимости
                    print(f"  - {vuln.get('_source', {}).get('title', 'Unknown')}")
                    print(f"    CVE: {vuln.get('_source', {}).get('cvelist', ['N/A'])[0]}")
                    print(f"    Ссылка: {vuln.get('_source', {}).get('href', 'N/A')}")
            else:
                print("Уязвимостей не обнаружено")

if __name__ == "__main__":
    main()

Создание скрипта для поиска никнеймов

Проверка наличия на популярных соц.сетях и интернет-ресурсах в странах СНГ

f39acfbdfda876bf5e3926e891caaad6.png

Список ресурсов значительно меньше, чем в скриптах других ИИ, зато есть ссылки и статусы.

Выдача краткой информации по каждой найденной учётной записи

e762071fddc1410c8a1a783c3a287a85.png

К сожалению, скрипт не смог вывести никакой информации, несмотря на попытку реализовать отдельные функции для каждого ресурса и собрать данные по аналогии с методом DeepSeek, но в более упрощённом виде.

import requests
from bs4 import BeautifulSoup

def search_nickname(nickname):
    # Список ресурсов для поиска
    resources = [
        {"name": "ВКонтакте", "url": f"https://vk.com/{nickname}"},
        {"name": "Instagram", "url": f"https://www.instagram.com/{nickname}/"},
        {"name": "Telegram", "url": f"https://t.me/{nickname}"},
        {"name": "Twitter", "url": f"https://twitter.com/{nickname}"},
        {"name": "TikTok", "url": f"https://www.tiktok.com/@{nickname}"},
        {"name": "Reddit", "url": f"https://www.reddit.com/user/{nickname}"},
        {"name": "GitHub", "url": f"https://github.com/{nickname}"},
    ]

    # Поиск никнейма на ресурсах
    results = []
    for resource in resources:
        url = resource["url"].format(nickname=nickname)
        try:
            response = requests.get(url, timeout=5)
            if response.status_code == 200:
                soup = BeautifulSoup(response.text, 'html.parser')
                info = ''
                if resource['name'] == 'ВКонтакте':
                    info = get_vk_info(soup)
                elif resource['name'] == 'Instagram':
                    info = get_instagram_info(soup)
                elif resource['name'] == 'Twitter':
                    info = get_twitter_info(soup)
                results.append({"name": resource["name"], "url": url, "status": "Найден", "info": info})
            else:
                results.append({"name": resource["name"], "url": url, "status": "Не найден", "info": ''})
        except requests.exceptions.RequestException as e:
            results.append({"name": resource["name"], "url": url, "status": f"Ошибка: {e}", "info": ''})

    return results

def get_vk_info(soup):
    try:
        name = soup.find('h1', class_='page_name').text.strip()
        return f'Имя: {name}'
    except AttributeError:
        return ''

def get_instagram_info(soup):
    try:
        name = soup.find('meta', property='og:title')['content']
        return f'Имя: {name}'
    except (AttributeError, TypeError):
        return ''

def get_twitter_info(soup):
    try:
        name = soup.find('span', class_='ProfileHeaderCard-name').text.strip()
        return f'Имя: {name}'
    except AttributeError:
        return ''

def main():
    # Запрашиваем у пользователя никнейм
    nickname = input("Введите никнейм: ")

    # Ищем никнейм на ресурсах
    results = search_nickname(nickname)

    # Выводим результаты
    print("Результаты поиска:")
    for result in results:
        print(f"{result['name']}: {result['url']} ({result['status']})")
        if result['info']:
            print(f"  {result['info']}")

if __name__ == "__main__":
    main()

Анализ кода скриптов

Анализ скриптов для сканирования сети

Ошибки обработки сетевых запросов:

  • В скрипте от Together.ai нет обработки requests.exceptions.RequestException для API Vulners.

  • В скрипте от ChatGPT отсутствует проверка доступности хоста перед сканированием портов.

Проблемы производительности:

  • В скрипте от ChatGPT используется ThreadPoolExecutor(max_workers=100), это может привести к ненамеренной DoS сети или блокировке IP.

  • В скрипте от Perplexity сканирование портов синхронное и это может значительно замедлить работу.

Ненадежное определение сервисов:

  • В скрипте от ChatGPT функция identify_service использует простые строковые проверки (if "ftp" in banner) и данный метод проверки можно легко обмануть.

914741818453399478cb820d99cd14d6.png

Анализ OSINT-скриптов

  • Устаревшие методы парсинга:

    • В скрипте от ChatGPT и от Perplexity используется BeautifulSoup для парсинга соцсетей, но структура HTML часто меняется.

  • Неполный охват ресурсов:

    • В скрипте от DeepSeek проверяются только VK, Telegram, OK и GitHub, а в Together.ai добавлен TikTok, но нет Одноклассников.

e7edbebe9e48cd38c41c0af34424a9cc.png

Заключение

Исходя из проведённых тестов, мы можем представить общий результат в виде таблицы:

0b1b1789561ff14a2abbcaeed0dda9b5.png

Ещё больше познавательного контента в Telegram-канале — AI-шная

Полезные OSINT инструменты в телеграме (всегда рабочие ссылки) и отличный контент.

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  • 09.10.25 08:23 pHqghUme

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  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.10.25 04:41 luciajessy3

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

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  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

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  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.25 20:17 tyleradams

    As time passes, there are an increasing number of frauds involving Bitcoin and other cryptocurrencies. Although there are many individuals who advertise recovering money online, people should use caution in dealing, especially when money is involved. You can trust NVIDIA TECH HACKERS [[email protected]], I promise. They are the top internet recovery company, and as their names indicate, your money is reclaimed as soon as feasible. My bitcoin was successfully retrieved in large part thanks to NVIDIA TECH HACKERS. Ensure that you get top-notch service; NVIDIA TECH HACKERS provides evidence of its work; and payment is only made when the service has been completed to your satisfaction. Reach them via email: [email protected] on google mail

  • 17.10.25 20:20 lindseyvonn

    Have you gotten yourself involved in a cryptocurrency scam or any scam at all? If yes, know that you are not alone, there are a lot of people in this same situation. I'm a Health Worker and was a victim of a cryptocurrency scam that cost me a lot of money. This happened a few weeks ago, there’s only one solution which is to talk to the right people, if you don’t do this you will end up being really depressed. I was really devastated until went on LinkedIn one evening after my work hours and i saw lots of reviews popped up on my feed about [email protected], I sent an email to the team who came highly recommended - [email protected] I started seeing some hope for myself from the moment I sent them an email. The good part is they made the entire process stress free for me, i literally sat and waited for them to finish and I received what I lost in my wallet

  • 17.10.25 20:22 richardcharles

    I would recommend NVIDIA TECH HACKERS to anyone that needs this service. I decided to get into crypto investment and I ended up getting my crypto lost to an investor late last year. The guy who was supposed to be managing my account turned out to be a scammer all along. I invested 56,000 USD and at first, my reading and profit margins were looking good. I started getting worried when I couldn’t make withdrawals and realized that I’ve been scammed. I came across some of the testimonials that people said about NVIDIA TECH HACKERS and how helpful he has been in recovering their funds. I immediately contacted him in his mail at [email protected] so I can get his assistance. One week into the recovery process the funds were traced and recovered back from the scammer. I can't appreciate him enough for his professionalism.

  • 17.10.25 20:23 stevekalfman

    If you need a hacker for scam crypto recovery or mobile spy access remotely kindly reach out to [email protected] for quick response, I hired this hacker and he did a nice job. before NVIDIA TECH HACKERS, I met with different hacker's online which turns out to be scam, this NVIDIA TECH HACKERS case was different and he is the trusted hacker I can vote and refer.

  • 17.10.25 21:42 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.25 21:42 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.25 21:42 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.10.25 08:39 debby131

    Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.

  • 21.10.25 11:45 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.10.25 11:45 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.10.25 04:48 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 22.10.25 07:36 donnacollier

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  • 22.10.25 11:59 elizabethrush89

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  • 22.10.25 11:59 elizabethrush89

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  • 22.10.25 16:31 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 01:52 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.10.25 01:52 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.10.25 15:47 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 21:43 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.10.25 21:43 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 06:08 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 06:40 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 06:40 elizabethrush89

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  • 24.10.25 06:54 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 18:18 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 18:18 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 25.10.25 00:49 tyleradams

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  • 25.10.25 00:50 stevekalfman

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  • 25.10.25 05:05 victoriabenny463

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  • 25.10.25 10:13 wendytaylor015

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  • 25.10.25 10:13 wendytaylor015

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  • 26.10.25 01:03 Christopherbelle

    A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: ‪+1 512 577 7957. or +44 7428 662701.

  • 26.10.25 18:09 victoriabenny463

    A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)

  • 27.10.25 11:15 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 27.10.25 11:15 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 27.10.25 17:08 raymondgonzales

    Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number  +18737715701 Good Day.

  • 27.10.25 17:20 fatimanorth

    The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.

  • 28.10.25 00:55 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 28.10.25 00:55 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 29.10.25 03:43 Christopherbelle

    A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.

  • 29.10.25 10:56 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 29.10.25 10:56 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 30.10.25 09:49 Christopherbelle

    I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701

  • 30.10.25 12:03 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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