| 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 | 20 | 2019 |
| Robustness against adversarial attacks using dimensionality N Chattopadhyay, S Chatterjee, A Chattopadhyay International Conference on Security, Privacy, and Applied Cryptography …, 2021 | 13 | 2021 |
| Re-markable: Stealing watermarked neural networks through synthesis N Chattopadhyay, CSY Viroy, A Chattopadhyay Security, Privacy, and Applied Cryptography Engineering: 10th International …, 2020 | 7 | 2020 |
| ROWBACK: RObust Watermarking for neural networks using BACKdoors N Chattopadhyay, A Chattopadhyay 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 6 | 2021 |
| TravellingFL: Communication Efficient Peer-to-Peer Federated Learning V Gupta, A Luqman, N Chattopadhyay, A Chattopadhyay, D Niyato IEEE Transactions on Vehicular Technology, 2023 | 3 | 2023 |
| DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique arXiv preprint arXiv:2311.12211, 2023 | 2 | 2023 |
| ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique arXiv preprint arXiv:2311.12084, 2023 | 2 | 2023 |
| Deploy-able privacy preserving collaborative ml N Chattopadhyay, R Maiti, A Chattopadhyay 2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020 | 2 | 2020 |
| Adversarial Attacks and Dimensionality in Text Classifiers N Chattopadhyay, A Goswami, A Chattopadhyay arXiv preprint arXiv:2404.02660, 2024 | 1 | 2024 |
| Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks N Chattopadhyay, A Guesmi, M Shafique arXiv preprint arXiv:2402.06249, 2024 | 1 | 2024 |
| Robust AI: security and privacy issues in machine learning N Chattopadhyay Nanyang Technological University, 2023 | 1 | 2023 |
| 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 | 1 | 2022 |
| Spatially Correlated Patterns in Adversarial Images N Chattopadhyay, LYE Zhi, BTB Xing, A Chattopadhyay arXiv preprint arXiv:2011.10794, 2020 | 1 | 2020 |
| Methods and systems for watermarking neural networks N Chattopadhyay, A Chattopadhyay US Patent 12,050,671, 2024 | | 2024 |
| Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation AT Ngo, CS Heng, N Chattopadhyay, A Chattopadhyay Authorea Preprints, 2024 | | 2024 |
| 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 | | 2022 |
| How Many Cameras Do You Need? Adversarial Attacks and Countermeasures for Robust Perception in Autonomous Vehicles N Chattopadhyay, A Chattopadhyay Security, Privacy, and Applied Cryptography Engineering: 12th International …, 2022 | | 2022 |
| TextBack: Watermarking Text Classifiers using Backdooring N Chattopadhyay, R Kataria, A Chattopadhyay 2022 25th Euromicro Conference on Digital System Design (DSD), 340-347, 2022 | | 2022 |
| ROFL: RObust privacy preserving Federated Learning N Chattopadhyay, A Singh, A Chattopadhyay 2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022 | | 2022 |
Anupam ChattopadhyayAssociate Professor, CCDS, NTU, SingaporeVerified email at ntu.edu.sg
