Serena Nicolazzo
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2ML×1AI×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.
Towards Certified Malware Detection: Provable Guarantees Against Evasion Attacks
The paper proposes a certifiably robust malware detection framework using randomized smoothing and feature ablation to guarantee detection accuracy against metamorphic evasion attacks.
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Papers
cs.CRcs.LGRecentApr 22, 2026
Towards Certified Malware Detection: Provable Guarantees Against Evasion Attacks
The paper proposes a certifiably robust malware detection framework using randomized smoothing and feature ablation to guarantee detection accuracy against metamorphic evasion attacks.
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cs.CRcs.AIRecentMar 31, 2026