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Journal Articles
- 2024
[j1]Shoumik Saha
, Sadia Afroz, Atif Hasan Rahman:
MAlign: Explainable static raw-byte based malware family classification using sequence alignment. Comput. Secur. 139: 103714 (2024)
Conference and Workshop Papers
- 2024
- [c2]Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi, Tudor Dumitras:
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness. ICLR 2024 - [c1]Vinu Sankar Sadasivan, Shoumik Saha, Gaurang Sriramanan, Priyatham Kattakinda, Atoosa Malemir Chegini, Soheil Feizi:
Fast Adversarial Attacks on Language Models In One GPU Minute. ICML 2024
Informal and Other Publications
- 2024
- [i5]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 abs/2402.15570 (2024) - [i4]Yigitcan Kaya, Yizheng Chen, Shoumik Saha, Fabio Pierazzi, Lorenzo Cavallaro, David A. Wagner, Tudor Dumitras:
Demystifying Behavior-Based Malware Detection at Endpoints. CoRR abs/2405.06124 (2024) - 2023
- [i3]Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi:
Adversarial Robustness of Learning-based Static Malware Classifiers. CoRR abs/2303.13372 (2023) - [i2]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 abs/2308.02433 (2023) - 2021
- [i1]Shoumik Saha, Sadia Afroz, Atif Rahman:
MALIGN: Adversarially Robust Malware Family Detection using Sequence Alignment. CoRR abs/2111.14185 (2021)
Coauthor Index
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