Nandakrishna Giri
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126
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Crypto×1ML×1
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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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