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cs.LG2025
Dual Randomized Smoothing: Beyond Global Noise Variance
Chenhao Sun, Yuhao Mao, Martin Vechev
Randomized Smoothing (RS) is a prominent technique for certifying the robustness of neural networks against adversarial perturbations. With RS, achieving high accuracy at small rad…
cs.CR2025
On the Security Risks of ML-based Malware Detection Systems: A Survey
Ping He, Yuhao Mao, Changjiang Li +3
Malware presents a persistent threat to user privacy and data integrity. To combat this, machine learning-based (ML-based) malware detection (MD) systems have been developed. Howev…