Now You (Still) See Me: Detecting Evasive Steganographic Payloads in LLMs

Charles Westphal, Timothy Douglas, Keivan Navaie +2

Large language models can be fine-tuned to encode prompt-borne secrets into fluent, seemingly benign outputs. This creates a steganographic exfiltration risk that is difficult to d…