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3rd Place

Chameleon of the Dungeons

Built at WeaveHacks 3: Self-Improving Agents Hackathon with Weights & Biases · Jan 31, 2026 · San Francisco, CA

Chameleon of the Dungeons — Demo video

Chameleon of the Dungeons is an intelligent login security suite designed primarily for ethical hackers and penetration testers to simulate, analyze, and test real-world attack scenarios. It protects legitimate users by allowing normal access, blocking repeated incorrect login attempts, and instantly recognizing known attack patterns. For unknown or suspicious attackers, Chameleon deploys a deceptive honeypot system that mimics a vulnerable environment, enabling ethical hackers to observe attacker behavior safely. The system continuously learns from new attack techniques, improving its effectiveness over time. In essence, Chameleon is a smart security tool that pretends to be weak, helping ethical hackers test, evaluate, and strengthen authentication systems. Checkout the deployed project on Vercel - Admin portal: https://chameleon-honeypot.vercel.app/admin Cyber attack platform: https://chameleon-honeypot.vercel.app/

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