Shoumik Saha

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Sequence Alignment

Multiple Classifiers

Malware Detection

Top Venues

Publications

Shoumik Saha, Sadia Afroz, Atif Hasan Rahman
MAlign: Explainable static raw-byte based malware family classification using sequence alignment. Comput. Secur. 139 (2024)
Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi, Tudor Dumitras
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness. ICLR (2024)
Vinu Sankar Sadasivan, Shoumik Saha, Gaurang Sriramanan, Priyatham Kattakinda, Atoosa Malemir Chegini, Soheil Feizi
Fast Adversarial Attacks on Language Models In One GPU Minute. CoRR (2024)
Yigitcan Kaya, Yizheng Chen, Shoumik Saha, Fabio Pierazzi, Lorenzo Cavallaro, David A. Wagner, Tudor Dumitras
Demystifying Behavior-Based Malware Detection at Endpoints. CoRR (2024)
Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi
Adversarial Robustness of Learning-based Static Malware Classifiers. CoRR (2023)
Subangkar Karmaker Shanto, Shoumik Saha, Atif Hasan Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali
Contrastive Self-Supervised Learning Based Approach for Patient Similarity: A Case Study on Atrial Fibrillation Detection from PPG Signal. CoRR (2023)
Shoumik Saha, Sadia Afroz, Atif Rahman
MALIGN: Adversarially Robust Malware Family Detection using Sequence Alignment. CoRR (2021)