Prototype: Adaptive deception environment that models attacker behaviour and generates dynamic decoys

During a recent cybersecurity hackathon organized with law-enforcement and academic partners, our team built a prototype exploring adaptive deception environments. Traditional honeypots are typically static. Once attackers recognize the environment as deceptive, interaction often drops off. The ide