Xinchao Wang

LLMs can be finetuned to hide malicious prompts and responses in plain sight using steganography, bypassing safety filters and creating an "invisible safety threat."

Object hallucinations in LVLMs aren't a vision problem, but a language prior problem, and can be slashed by dynamically suppressing those priors during decoding.