Rouxii: Exploiting Honeypots with Deception-Aware AI Pentesters

Arthur Cordeiro, Alberto Maria Mongardini, Emmanouil Vasilomanolakis

Honeypots are designed to deceive attackers, and recent work shows they can also derail autonomous LLM-based pentesters. These evaluations, however, largely consider attackers unaw…