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1. ml-network-ids-dashboard ml-network-ids-dashboard Public

   ML-based intrusion detection system with a live monitoring dashboard, tested against real attack traffic from a Kali Linux VM.

   Python

2. ai-phishing-email-detector ai-phishing-email-detector Public

   AI-powered phishing email analyzer built with Streamlit. Detects suspicious URLs, phishing keywords, and email header red flags (SPF/DKIM/DMARC, sender spoofing), then uses a local LLM (Ollama) to …

   Python

3. malware-analysis-lab malware-analysis-lab Public

   Python malware triage tool: static analysis (hashing, entropy, PE imports, YARA) plus isolated-VM behavioral capture, merged into one report with an optional local-LLM summary.

   Python

4. ssh-honeypot ssh-honeypot Public

   A low-interaction SSH honeypot in Python that captures credential attempts and post-login commands, with built-in brute-force, command, and injection detection.

   Python

5. safeline-waf-home-lab safeline-waf-home-lab Public

   SafeLine WAF home lab — DVWA + Kali Linux, showing SQL injection blocked before/after WAF deployment.

6. wazuh-siem-lab wazuh-siem-lab Public

   Wazuh SIEM home lab, deployed on Ubuntu with Windows agent integration and real-time File Integrity Monitoring (FIM)