• We built RedHawk, an AI-powered assistant that automates penetration testing and log analysis.
• It detects anomalies in network logs using machine learning, explains threats in simple language, and visualizes results interactively.
• RedHawk is faster, smarter, and easier to use than traditional pentesting tools, making security accessible to beginners and small teams.
• Handling diverse log formats and ensuring accurate parsing.
• Training AI models with limited real-world data.
• Designing a dashboard that balances detailed info with user-friendliness.
• Ensuring automated scans are safe and ethical.
• With more time: Real-time monitoring and integration with SIEM tools.
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