Ai Security, Llm, Jailbreak, Adversarial Attack, Trustworthy Ai.
The focus is on identifying the token in the output (denoted as v) that maximizes an objective value, referred to as s_i(v), at a particular point. Objective value s_i(v) when v in output. We need to find v that maximizes s in coordinate i. First-order approximation is used, as in previous methods,