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CyberShield is an advanced, penetration testing framework that allows you to perform comprehensive security assessments with cutting-edge machine learning capabilities.
💡 Prerequisite Python 3.8+ Kali Linux (Recommended)
🛠️ Installation With Github bash git clone https://github.com/yourusername/cybershield_2.0.git cd cybershield/ chmod +x install_dependencies.sh ./install_dependencies.sh Manual Installation
bash pip install -r requirements_advanced.txt
📚 Usage Basic Target Scan bash python3 cybershield.py -t example.com Local Network Assessment bash python3 cybershield.py -t localhost Advanced IoT Device Discovery bash python3 cybershield.py -t 192.168.1.0/24 -m iot
📈 Example Output text ╔══════════════════════════════════════════════════════════════╗ ║ CYBERSHIELD FRAMEWORK ║ ║ Advanced Penetration Testing ║ ╚══════════════════════════════════════════════════════════════╝
[AI] Initializing machine learning models... [BLOCKCHAIN] Scanning for cryptocurrency and blockchain vulnerabilities... [IoT] Discovering and analyzing IoT devices in 192.168.1.0/24... [CLOUD] Assessing cloud security configurations...
Informations about : example.com AI Risk Score : 87/100 | Overall Risk: MEDIUM Critical Findings : 2 | High Severity: 5 Open Ports : 22, 80, 443, 8080 Cloud Exposure : S3 bucket detected IoT Devices Found : 3 devices Blockchain Nodes : 0 detected API Endpoints : 5 discovered
Security Headers : 4/8 implemented SSL Rating : A Vulnerability Prediction : MEDIUM (AI Score: 0.67) 📚 Available Scan Modes comprehensive - Full assessment (default)
network - Network infrastructure scanning
web - Web application security testing
api - API-specific security assessment
iot - Internet of Things device scanning
blockchain - Cryptocurrency and blockchain security
cloud - Cloud misconfiguration detection
🛡️ Legal & Ethical Usage
✅ Permitted Usage Security research and education
Authorized penetration testing
Academic projects and learning
Personal system security assessment
❌ Prohibited Usage Unauthorized network scanning
Malicious hacking activities
Privacy violation
Illegal surveillance
Thank you to : Kali Linux Team
Python Security Community
Scikit-learn Team
Scapy Contributors
Disclaimer: This tool is for educational and authorized security testing purposes only. Users are responsible for complying with all applicable laws.