| Curse of dimensionality in adversarial examples N Chattopadhyay, A Chattopadhyay, SS Gupta, M Kasper 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 31 | 2019 |
| Robustness against adversarial attacks using dimensionality N Chattopadhyay, S Chatterjee, A Chattopadhyay International Conference on Security, Privacy, and Applied Cryptography …, 2021 | 23 | 2021 |
| Travellingfl: Communication efficient peer-to-peer federated learning V Gupta, A Luqman, N Chattopadhyay, A Chattopadhyay, D Niyato IEEE Transactions on Vehicular Technology 73 (4), 5005-5019, 2023 | 18 | 2023 |
| Re-markable: Stealing watermarked neural networks through synthesis N Chattopadhyay, CSY Viroy, A Chattopadhyay International Conference on Security, Privacy, and Applied Cryptography …, 2020 | 10 | 2020 |
| ROWBACK: RObust Watermarking for neural networks using BACKdoors N Chattopadhyay, A Chattopadhyay 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 8 | 2021 |
| Oddr: Outlier detection & dimension reduction based defense against adversarial patches N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2025 | 6 | 2025 |
| Anomaly unveiled: Securing image classification against adversarial patch attacks N Chattopadhyay, A Guesmi, M Shafique 2024 IEEE International Conference on Image Processing (ICIP), 929-935, 2024 | 6 | 2024 |
| Deploy-able privacy preserving collaborative ml N Chattopadhyay, R Maiti, A Chattopadhyay 2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020 | 5 | 2020 |
| Survey on Backdoor Attacks on Deep Learning: Current Trends, Categorization, Applications, Research Challenges, and Future Prospects MA Hanif, N Chattopadhyay, B Ouni, M Shafique IEEE Access, 2025 | 4 | 2025 |
| DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique arXiv preprint arXiv:2311.12211, 2023 | 4 | 2023 |
| Robust Perception for Autonomous Vehicles using Dimensionality Reduction S Garg, N Chattopadhyay, A Chattopadhyay 2022 IEEE International Conference on Trust, Security and Privacy in …, 2022 | 4 | 2022 |
| A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges N Chattopadhyay, A Basit, B Ouni, M Shafique arXiv preprint arXiv:2503.00384, 2025 | 3 | 2025 |
| Defending against Adversarial Patches using Dimensionality Reduction N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | 3 | 2024 |
| Adversarial Attacks and Dimensionality in Text Classifiers N Chattopadhyay, A Goswami, A Chattopadhyay arXiv preprint arXiv:2404.02660, 2024 | 3 | 2024 |
| Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation AT Ngo, CS Heng, N Chattopadhyay, A Chattopadhyay IEEE Transactions on Neural Networks and Learning Systems, 2025 | 2 | 2025 |
| How Many Cameras Do You Need? Adversarial Attacks and Countermeasures for Robust Perception in Autonomous Vehicles TA Ngo, RJ Chia, J Chan, N Chattopadhyay, A Chattopadhyay International Conference on Security, Privacy, and Applied Cryptography …, 2022 | 2 | 2022 |
| Spatially Correlated Patterns in Adversarial Images N Chattopadhyay, LYE Zhi, BTB Xing, A Chattopadhyay arXiv preprint arXiv:2011.10794, 2020 | 2 | 2020 |
| Investigating Spatially Correlated Patterns in Adversarial Images N Chattopadhyay, LYE Zhi, BT Xing, A Chattopadhyay, M Shafique 2024 IEEE International Conference on Image Processing Challenges and …, 2024 | 1 | 2024 |
| Methods and systems for watermarking neural networks N Chattopadhyay, A Chattopadhyay US Patent 12,050,671, 2024 | 1 | 2024 |
| Robust AI: security and privacy issues in machine learning N Chattopadhyay Nanyang Technological University, 2023 | 1 | 2023 |
Anupam ChattopadhyayAssociate Professor, CCDS, NTU, SingaporeVerified email at ntu.edu.sg
