| A survey on adversarial attacks and defences A Chakraborty, M Alam, V Dey, A Chattopadhyay, D Mukhopadhyay CAAI Transactions on Intelligence Technology 6 (1), 25-45, 2021 | 1619* | 2021 |
| Performance counters to rescue: A machine learning based safeguard against micro-architectural side-channel-attacks M Alam, S Bhattacharya, D Mukhopadhyay, S Bhattacharya Cryptology ePrint Archive, 2017 | 109 | 2017 |
| Rapper: Ransomware prevention via performance counters S Sinha, M Alam, S Bhattacharya, D Mukhopadhyay, A Chattopadhyay, ... Kangacrypt 2018, Adelaide, Australia, 2018 | 91* | 2018 |
| Howkgpt: Investigating the detection of chatgpt-generated university student homework through context-aware perplexity analysis C Vasilatos, M Alam, T Rahwan, Y Zaki, M Maniatakos arXiv preprint arXiv:2305.18226, 2023 | 62 | 2023 |
| RATAFIA: Ransomware analysis using time and frequency informed autoencoders M Alam, S Bhattacharya, S Dutta, S Sinha, D Mukhopadhyay, ... 2019 IEEE International Symposium on Hardware Oriented Security and Trust …, 2019 | 46 | 2019 |
| Get rid of your trail: Remotely erasing backdoors in federated learning M Alam, H Lamri, M Maniatakos IEEE Transactions on Artificial Intelligence, 2024 | 30 | 2024 |
| Deep-lock: Secure authorization for deep neural networks M Alam, S Saha, D Mukhopadhyay, S Kundu arXiv preprint arXiv:2008.05966, 2020 | 29 | 2020 |
| How secure are deep learning algorithms from side-channel based reverse engineering? M Alam, D Mukhopadhyay Proceedings of the 56th Annual Design Automation Conference 2019, 1-2, 2019 | 28 | 2019 |
| NN-Lock: A Lightweight Authorization to Prevent IP Threats of Deep Learning Models M Alam, S Saha, D Mukhopadhyay, S Kundu ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (3), 1-19, 2022 | 27 | 2022 |
| Victims Can Be Saviors: A Machine Learning--based Detection for Micro-Architectural Side-Channel Attacks M Alam, S Bhattacharya, D Mukhopadhyay ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (2), 1-31, 2021 | 27 | 2021 |
| Birds of the same feather flock together: A dual-mode circuit candidate for strong PUF-TRNG functionalities K Pratihar, U Chatterjee, M Alam, RS Chakraborty, D Mukhopadhyay IEEE Transactions on Computers 72 (6), 1636-1651, 2022 | 25* | 2022 |
| Transca: Cross-family profiled side-channel attacks using transfer learning on deep neural networks D Thapar, M Alam, D Mukhopadhyay Cryptology ePrint Archive, 2020 | 25 | 2020 |
| Deep learning based diagnostics for rowhammer protection of DRAM chips A Chakraborty, M Alam, D Mukhopadhyay 2019 IEEE 28th Asian Test Symposium (ATS), 86-865, 2019 | 25 | 2019 |
| TransNet: Shift invariant transformer network for side channel analysis S Hajra, S Saha, M Alam, D Mukhopadhyay International Conference on Cryptology in Africa, 371-396, 2022 | 24 | 2022 |
| Learn from your faults: leakage assessment in fault attacks using deep learning S Saha, M Alam, A Bag, D Mukhopadhyay, P Dasgupta Journal of Cryptology 36 (3), 19, 2023 | 22* | 2023 |
| Deep learning assisted cross-family profiled side-channel attacks using transfer learning D Thapar, M Alam, D Mukhopadhyay 2021 22nd International Symposium on Quality Electronic Design (ISQED), 178-185, 2021 | 21 | 2021 |
| Perdoor: Persistent backdoors in federated learning using adversarial perturbations M Alam, E Sarkar, M Maniatakos 2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS …, 2023 | 20* | 2023 |
| On the instability of softmax attention-based deep learning models in side-channel analysis S Hajra, M Alam, S Saha, S Picek, D Mukhopadhyay Ieee transactions on information forensics and security 19, 514-528, 2023 | 19 | 2023 |
| LLMPot: Dynamically Configured LLM-based Honeypot for Industrial Protocol and Physical Process Emulation C Vasilatos, DJ Mahboobeh, H Lamri, M Alam, M Maniatakos 2025 IEEE 10th European Symposium on Security and Privacy (EuroS&P), 963-979, 2025 | 14* | 2025 |
| “Whispering MLaas”: Exploiting timing channels to compromise user privacy in deep neural networks S Shukla, M Alam, S Bhattacharya, P Mitra, D Mukhopadhyay IACR Transactions on Cryptographic Hardware and Embedded Systems, 587-613, 2023 | 13* | 2023 |
Debdeep MukhopadhyayProfessor, Dept of Computer Science and Engineering, IIT Kharagpur, IndiaVerified email at cse.iitkgp.ac.in
