DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness

Shoumik Saha, Wenxiao Wang, Yigitcan Kaya +2

Machine Learning (ML) models have been utilized for malware detection for over two decades. Consequently, this ignited an ongoing arms race between malware authors and antivirus sy…