New AI Attack Method Bypasses Safety Controls With 80% Success Rate
Antelope: novel jailbreak attack method against LLMs with 80%+ success rate, evading detection & common defense mechanisms.
This is a Plain English Papers summary of a research paper called New AI Attack Method Bypasses Safety Controls with 80% Success Rate, Evading Detection. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Introduces Antelope, a novel jailbreak attack method against Large Language Models (LLMs) Achieves 80%+ success rate against major LLMs including GPT-4 and Claude Uses a two-stage approach combining context manipulation and prompt engineering Operates without detection by common defense mechanisms Demonstrates high transferability acr...