Ai Security, Llm, Jailbreak, Adversarial Attack, Trustworthy Ai.
given the prompt. Sum of the auditing objective and log-probability of the output. Formula from paper. Unlike methods that optimize Φ(x, f(x)) to find suitable inputs, ARCA performs joint optimization on both input and output, directly targeting output behaviors. This approach is particularly