🤖 CyberGuard AI Agent

A comprehensive AI-powered cybersecurity agent capable of handling multiple cybersecurity tasks including incident response, penetration testing, threat intelligence, vulnerability assessment, security monitoring, and forensic analysis.

🚀 Features

Core Capabilities

• Incident Response: Automated threat detection and response
• Penetration Testing: Vulnerability scanning and exploitation simulation
• Threat Intelligence: Gathering and analysis of threat indicators
• Vulnerability Assessment: Comprehensive security scanning
• Security Monitoring: Real-time security event analysis
• Forensic Analysis: Digital evidence collection and analysis

Key Features

• 🎯 Modular Architecture: Each cybersecurity domain is a separate module
• 🔄 Asynchronous Processing: Non-blocking task execution
• 📊 Real-time Results: Immediate feedback and reporting
• 🌐 Web Interface: Modern, responsive web dashboard
• 📝 Comprehensive Logging: Detailed audit trails
• 🎨 Beautiful UI: Professional, modern interface

🛠️ Installation

Prerequisites

• Python 3.8+
• pip (Python package installer)

Setup

1. Clone or download the project files
2. Install dependencies:

   pip install -r requirements.txt

🎮 Usage

Command Line Interface

Run the agent with the CLI interface:

python cyber_agent.py

Web Interface

Start the web interface:

python web_interface.py

Then open your browser to http://localhost:5000

Demonstration

Run the comprehensive demonstration:

python demo.py

📋 Available Tasks

1. Incident Response

• Purpose: Respond to security incidents
• Input: Target system/IP, incident type
• Output: Threat analysis, response recommendations, evidence collection

2. Penetration Testing

• Purpose: Simulate cyber attacks to test defenses
• Input: Target system/application
• Output: Vulnerability report, exploitation results, security recommendations

3. Threat Intelligence

• Purpose: Gather intelligence on threats and threat actors
• Input: Target domain/IP, threat type
• Output: Threat indicators, actor profiles, attack patterns

4. Vulnerability Assessment

• Purpose: Identify security vulnerabilities
• Input: Target system/network
• Output: Vulnerability report, risk assessment, remediation guidance

5. Security Monitoring

• Purpose: Monitor security events and activities
• Input: Target network/system
• Output: Security events, anomaly detection, monitoring recommendations

6. Forensic Analysis

• Purpose: Analyze digital evidence
• Input: Target system/device
• Output: Forensic artifacts, timeline analysis, evidence collection

🌐 Web Interface Features

Dashboard

• Real-time agent status
• Task execution history
• Quick action buttons
• Risk level indicators

Quick Actions

• Quick Security Scan: Rapid vulnerability assessment
• Incident Response: Emergency incident handling
• Penetration Test: Automated penetration testing
• Threat Intelligence: Threat analysis and intelligence gathering

Results Display

• Interactive results modal
• Risk level visualization
• Detailed findings and recommendations
• Evidence collection summary

🔧 API Endpoints

Core Endpoints

• GET /api/status - Get agent status
• GET /api/capabilities - Get available capabilities
• POST /api/tasks - Create and execute a task
• GET /api/tasks - Get task history
• GET /api/tasks/<task_id> - Get specific task details

Specialized Endpoints

• POST /api/quick-scan - Perform quick security scan
• POST /api/incident-response - Handle incident response

📊 Example Usage

Python API

from cyber_agent import CyberAgent, TaskRequest, TaskType
import asyncio

async def main():
    agent = CyberAgent()
    
    # Create a penetration testing task
    request = TaskRequest(
        task_type=TaskType.PENETRATION_TESTING,
        target="example.com",
        parameters={"scan_type": "comprehensive"}
    )
    
    # Execute the task
    result = await agent.execute_task(request)
    
    print(f"Task completed: {result.status}")
    print(f"Risk level: {result.risk_level}")
    print(f"Findings: {len(result.findings)}")

asyncio.run(main())

Web Interface

1. Open http://localhost:5000
2. Click "Quick Security Scan"
3. Enter target (IP, domain, or hostname)
4. Click "Start Scan"
5. View results in the modal

🎯 Demonstration Scenarios

The demo.py script includes comprehensive demonstrations:

1. Malware Detection Response
2. Web Application Penetration Testing
3. Network Vulnerability Assessment
4. APT Threat Intelligence
5. SIEM Security Monitoring
6. Digital Forensic Analysis

🔒 Security Considerations

• This is a demonstration/training tool
• Do not use against systems you don't own
• Always follow responsible disclosure practices
• Ensure proper authorization before testing

🚀 Future Enhancements

• Integration with real security tools (Nmap, Metasploit, etc.)
• Machine learning threat detection
• Automated remediation capabilities
• Integration with SIEM platforms
• Advanced reporting and analytics
• Multi-tenant support

📝 License

This project is for demonstration purposes. Please ensure compliance with local laws and regulations when using cybersecurity tools.

🤝 Contributing

This is a demonstration project showcasing AI capabilities in cybersecurity. Feel free to extend and improve the functionality!

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🎉 Ready to revolutionize cybersecurity with AI!

This AI agent demonstrates the potential for automated cybersecurity operations, combining multiple security domains into a unified, intelligent system.