Janus: A Benchmark for Goal-Conditioned Information Distortion in LLMs

Polydoros Giannouris, Mohsinul Kabir, Sophia Ananiadou

LLM deception is often evaluated through direct markers such as fabricated claims, explicit lies, or strategic concealment. However, many real-world misleading communications do no…