| 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 | 1182* | 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 | 89 | 2017 |
| Rapper: Ransomware prevention via performance counters S Sinha, M Alam, S Bhattacharya, D Mukhopadhyay, A Chattopadhyay, ... Kangacrypt 2018, Adelaide, Australia, 2018 | 86* | 2018 |
| 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 | 40 | 2019 |
| How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering? M Alam, D Mukhopadhyay Proceedings of the 56th Annual Design Automation Conference, 226:1--226:2, 2019 | 26 | 2019 |
| Deep-lock: Secure authorization for deep neural networks M Alam, S Saha, D Mukhopadhyay, S Kundu arXiv preprint arXiv:2008.05966, 2020 | 24 | 2020 |
| 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 | 23 | 2023 |
| 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 | 23 | 2019 |
| Transca: Cross-family profiled side-channel attacks using transfer learning on deep neural networks D Thapar, M Alam, D Mukhopadhyay Cryptology ePrint Archive, 2020 | 21 | 2020 |
| 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 | 16 | 2021 |
| 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 | 13 | 2021 |
| SmashClean: A hardware level mitigation to stack smashing attacks in OpenRISC M Alam, DB Roy, S Bhattacharya, V Govindan, RS Chakraborty, ... 2016 ACM/IEEE International Conference on Formal Methods and Models for …, 2016 | 12 | 2016 |
| Neural Network-based Inherently Fault-tolerant Hardware Cryptographic Primitives without Explicit Redundancy Checks M Alam, A Bag, DB Roy, D Jap, J Breier, S Bhasin, D Mukhopadhyay ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (1), 1-30, 2020 | 11* | 2020 |
| 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 | 10* | 2022 |
| 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 | 10 | 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 | 9* | 2023 |
| 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 | 8* | 2022 |
| LAMBDA: Lightweight assessment of malware for emBeddeD architectures SP Kadiyala, M Alam, Y Shrivastava, S Patranabis, MFB Abbas, ... ACM Transactions on Embedded Computing Systems (TECS) 19 (4), 1-31, 2020 | 8 | 2020 |
| Get rid of your trail: Remotely erasing backdoors in federated learning M Alam, H Lamri, M Maniatakos IEEE Transactions on Artificial Intelligence, 2024 | 6 | 2024 |
| 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 | 6* | 2023 |
Debdeep MukhopadhyayProfessor, Dept of Computer Science and Engineering, IIT Kharagpur, IndiaVerified email at cse.iitkgp.ac.in
