Jailbreak Attack

Oct 7, 2025
GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs
We introduce Generative Adversarial Suffix Prompter (GASP), a novel framework that combines human-readable prompt generation with Latent Bayesian Optimization (LBO) to improve adversarial suffix creation in a fully black-box setting.
Advik Raj Basani, Xiao Zhang
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GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs