๐๐ฒ๐ ๐๐ฎ๐ธ๐ฒ๐ฎ๐๐ฎ๐๐:
โก ๐ฑ๐ณ% ๐ฎ๐๐๐ฎ๐ฐ๐ธ ๐๐๐ฐ๐ฐ๐ฒ๐๐ ๐ฟ๐ฎ๐๐ฒ: Outperforms SOTA attacks across GPT-4o, LLama, Gemma, and Phi models
๐ง ๐ฆ๐บ๐ฎ๐ฟ๐๐ฒ๐ฟ โ ๐ฆ๐ฎ๐ณ๐ฒ๐ฟ: Larger, more capable models are MORE vulnerable to contrastive reasoning attacks
๐จ ๐๐ฒ๐ณ๐ฒ๐ป๐๐ฒ ๐ด๐ฎ๐ฝ ๐ฒ๐
๐ฝ๐ผ๐๐ฒ๐ฑ: Current safety measures can't detect subtle, logic-driven jailbreaks
โ
๐ฆ๐ผ๐น๐๐๐ถ๐ผ๐ป ๐ฒ๐
๐ถ๐๐๐: Our Chain-of-Thought defenses reduce attack success by 95%
(2/๐งต)