Saraga Sakthidharan
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2AI×1
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Research Timeline
2026
Security in LLM-as-a-Judge: A Comprehensive SoK
This paper provides the first comprehensive Systematization of Knowledge (SoK) on the security aspects of LLM-as-a-Judge (LaaJ) systems, identifying key vulnerabilities and proposing a taxonomy for future research.
You Snooze, You Lose: Automatic Safety Alignment Restoration through Neural Weight Translation
The paper introduces NeWTral, a framework that restores safety alignment to specialized LLM adapters without sacrificing their domain-specific knowledge, achieving a significant reduction in attack success rates while maintaining high fidelity.
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Papers
cs.CRRecentMay 6, 2026
You Snooze, You Lose: Automatic Safety Alignment Restoration through Neural Weight Translation
The paper introduces NeWTral, a framework that restores safety alignment to specialized LLM adapters without sacrificing their domain-specific knowledge, achieving a significant reduction in attack su…
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cs.CRcs.AIRecentMar 31, 2026