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Nandish Chattopadhyay
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Year
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
202019
Robustness against adversarial attacks using dimensionality
N Chattopadhyay, S Chatterjee, A Chattopadhyay
International Conference on Security, Privacy, and Applied Cryptography …, 2021
112021
ROWBACK: RObust Watermarking for neural networks using BACKdoors
N Chattopadhyay, A Chattopadhyay
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
62021
Re-markable: Stealing watermarked neural networks through synthesis
N Chattopadhyay, CSY Viroy, A Chattopadhyay
Security, Privacy, and Applied Cryptography Engineering: 10th International …, 2020
62020
Deploy-able privacy preserving collaborative ml
N Chattopadhyay, R Maiti, A Chattopadhyay
2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020
22020
DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction
N Chattopadhyay, A Guesmi, MA Hanif, B Ouni, M Shafique
arXiv preprint arXiv:2311.12211, 2023
12023
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
12023
TravellingFL: Communication Efficient Peer-to-Peer Federated Learning
V Gupta, A Luqman, N Chattopadhyay, A Chattopadhyay, D Niyato
IEEE Transactions on Vehicular Technology, 2023
12023
Robust AI: security and privacy issues in machine learning
N Chattopadhyay
Nanyang Technological University, 2023
12023
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
12022
Spatially Correlated Patterns in Adversarial Images
N Chattopadhyay, LYE Zhi, BTB Xing, A Chattopadhyay
arXiv preprint arXiv:2011.10794, 2020
12020
Adversarial Attacks and Dimensionality in Text Classifiers
N Chattopadhyay, A Goswami, A Chattopadhyay
arXiv preprint arXiv:2404.02660, 2024
2024
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks
N Chattopadhyay, A Guesmi, M Shafique
arXiv preprint arXiv:2402.06249, 2024
2024
Methods and Systems for Watermarking Neural Networks
N Chattopadhyay, A Chattopadhyay
US Patent App. 17/858,775, 2023
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
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
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation
AT Ngo, CS Heng, N Chattopadhyay, A Chattopadhyay
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