This repository contains a multi-agent AI system that automates cybersecurity threat analysis by leveraging:
- CrewAI for orchestrating AI agents
- LangChain-Groq (Llama 3-70B) for AI-powered reasoning
- EXA API for real-time cybersecurity intelligence search
Explore the code in this repository in depth at ProjectPro's Multi AI Agent article.
- Threat Intelligence Gathering – Fetches the latest malware trends and cyberattacks
- Vulnerability Research – Identifies and analyzes new CVEs (Common Vulnerabilities and Exposures)
- Incident Response Advisor – Recommends mitigation strategies for detected threats
- AI-Generated Cybersecurity Reports – Summarizes all findings into a structured Threat Intelligence Report
- Threat Analyst Agent – Uses EXA API to fetch the latest cybersecurity threats
- Vulnerability Researcher Agent – Retrieves new software vulnerabilities and security flaws
- Incident Response Advisor Agent – Provides remediation strategies for identified threats
- Cybersecurity Report Writer Agent – Generates a structured cybersecurity report
- Python
- CrewAI
- LangChain-Groq (Llama 3-70B)
- EXA API
!pip -qqq install pip --progress-bar off
!pip -qqq install 'crewai[tools]'==0.28.8 --progress-bar off
!pip -qqq install langchain-groq==0.1.3 --progress-bar off
!pip -qqq install exa_py --progress-bar off
=
Note: Get your API keys for GROQ_API_KEY
and EXA_API_KEY
before running the colab notebook.
Cybersecurity Threat Intelligence Report:
Top Threats
1. Emotet Malware Campaign – Highly active malware spreading through phishing
2. Ransomware Attacks on Healthcare – Critical cyberattacks demanding large ransoms
3. Apache Log4j Vulnerability Exploitation – Zero-day vulnerability actively targeted
Latest Security Vulnerabilities (CVEs)
- CVE-2024-12345: High-risk vulnerability in Apache
- CVE-2024-67890: Microsoft Windows privilege escalation flaw
Recommended Actions
- Implement robust email security measures
- Conduct regular vulnerability assessments
- Enhance endpoint security with AI-driven threat detection
- SOC Teams – Automate threat intelligence gathering
- Cybersecurity Researchers – Generate structured vulnerability reports
- Enterprises – Improve incident response strategies
Feel free to fork, open issues, and contribute to enhance this AI-powered cybersecurity tool.