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cs.CL2025
OMNIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities
Sahil Verma, Keegan Hines, Jeff Bilmes +4
The emerging capabilities of large language models (LLMs) have sparked concerns about their immediate potential for harmful misuse. The core approach to mitigate these concerns is…
cs.CL2025
AttentionDefense: Leveraging System Prompt Attention for Explainable Defense Against Novel Jailbreaks
Charlotte Siska, Anush Sankaran
In the past few years, Language Models (LMs) have shown par-human capabilities in several domains. Despite their practical applications and exceeding user consumption, they are sus…