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cs.CR2025
Matching Ranks Over Probability Yields Truly Deep Safety Alignment
Jason Vega, Gagandeep Singh
Open-source Large Language Models (LLMs) play a critical role in the democratization of AI, yet their "open" nature introduces more avenues for malicious actors to misuse them for…
cs.CR2023★ 1 cited
Bypassing the Safety Training of Open-Source LLMs with Priming Attacks
Jason Vega, Isha Chaudhary, Changming Xu +1
With the recent surge in popularity of LLMs has come an ever-increasing need for LLM safety training. In this paper, we investigate the fragility of SOTA open-source LLMs under sim…