Antonino Nocera
2 papers · Latest:
Cryptography & Security
You Snooze, You Lose: Automatic Safety Alignment Restoration through Neural Weight Translation
NeWTral restores safety alignment in specialized LLM adapters without losing domain knowledge, using neural weight translation in the parameter space.
2605.04992
Cryptography & SecurityTowards Certified Malware Detection: Provable Guarantees Against Evasion Attacks
This paper introduces a certifiably robust malware detection framework using randomized smoothing to provide provable guarantees against evasion attacks.
2604.20495
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