Beyond End-To-End Recovery: Towards a Better Understanding of LLM Steganography Via Rolewise Decomposition

In large language model LLM steganography, an encoder hides a private message in an otherwise ordinary response, as text transmitted to a decoder, who attempts to recover it. The success of this private-message transmission is commonly measured through end-to-end E2E recovery, which checks whethe...