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ORCIDNandish Chattopadhyay
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2020 – today
- 2024
[j1]Vansh Gupta
, Alka Luqman, Nandish Chattopadhyay, Anupam Chattopadhyay, Dusit Niyato:
TravellingFL: Communication Efficient Peer-to-Peer Federated Learning. IEEE Trans. Veh. Technol. 73(4): 5005-5019 (2024)- [c11]Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique:
Defending against Adversarial Patches using Dimensionality Reduction. DAC 2024: 222:1-222:6 - [c10]Yi Hao Puah, Tu Anh Ngo, Nandish Chattopadhyay, Anupam Chattopadhyay:
BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks - Official Work-in-Progress Paper. SPACE 2024: 258-276 - [i6]Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique:
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. CoRR abs/2402.06249 (2024) - [i5]Nandish Chattopadhyay, Atreya Goswami, Anupam Chattopadhyay:
Adversarial Attacks and Dimensionality in Text Classifiers. CoRR abs/2404.02660 (2024) - [i4]Yi Hao Puah, Tu Anh Ngo, Nandish Chattopadhyay, Anupam Chattopadhyay:
BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks. CoRR abs/2412.12194 (2024) - 2023
- [b1]Nandish Chattopadhyay:
Robust AI: security and privacy issues in machine learning. Nanyang Technological University, Singapore, 2023 - [i3]Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique:
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches. CoRR abs/2311.12084 (2023) - [i2]Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique:
DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction. CoRR abs/2311.12211 (2023) - 2022
- [c9]Nandish Chattopadhyay, Rajan Kataria, Anupam Chattopadhyay:
TextBack: Watermarking Text Classifiers using Backdooring. DSD 2022: 340-347 - [c8]Nandish Chattopadhyay, Arpit Singh, Anupam Chattopadhyay:
ROFL: RObust privacy preserving Federated Learning. ICDCS Workshops 2022: 125-132 - [c7]Tu Anh Ngo, Reuben Jon Chia, Jonathan Chan Chew Meng, Nandish Chattopadhyay, Anupam Chattopadhyay:
How Many Cameras Do You Need? Adversarial Attacks and Countermeasures for Robust Perception in Autonomous Vehicles. SPACE 2022: 249-263 - [c6]Shivam Garg, Nandish Chattopadhyay, Anupam Chattopadhyay:
Robust Perception for Autonomous Vehicles using Dimensionality Reduction. TrustCom 2022: 1516-1521 - 2021
- [c5]Nandish Chattopadhyay, Anupam Chattopadhyay:
ROWBACK: RObust Watermarking for neural networks using BACKdoors. ICMLA 2021: 1728-1735 - [c4]Nandish Chattopadhyay, Subhrojyoti Chatterjee, Anupam Chattopadhyay:
Robustness Against Adversarial Attacks Using Dimensionality. SPACE 2021: 226-241 - 2020
- [c3]Nandish Chattopadhyay, Ritabrata Maiti, Anupam Chattopadhyay:
Deploy-able Privacy Preserving Collaborative ML. ICDCS 2020: 1397-1402 - [c2]Nandish Chattopadhyay, Chua Sheng Yang Viroy, Anupam Chattopadhyay:
Re-markable: Stealing Watermarked Neural Networks Through Synthesis. SPACE 2020: 46-65 - [i1]Nandish Chattopadhyay, Lionell Yip En Zhi, Bryan Tan Bing Xing, Anupam Chattopadhyay:
Spatially Correlated Patterns in Adversarial Images. CoRR abs/2011.10794 (2020)
2010 – 2019
- 2019
- [c1]Nandish Chattopadhyay, Anupam Chattopadhyay, Sourav Sen Gupta, Michael Kasper:
Curse of Dimensionality in Adversarial Examples. IJCNN 2019: 1-8
Coauthor Index
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