Nandish Chattopadhyay

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Text Classifiers

Dimensionality Reduction

Autonomous Vehicles

Unlabeled Documents

Top Venues

IEEE Trans. Veh. Technol.

Publications

Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. CoRR (2024)
Vansh Gupta, Alka Luqman, Nandish Chattopadhyay, Anupam Chattopadhyay, Dusit Niyato
TravellingFL: Communication Efficient Peer-to-Peer Federated Learning. IEEE Trans. Veh. Technol. 73 (4) (2024)
Nandish Chattopadhyay, Atreya Goswami, Anupam Chattopadhyay
Adversarial Attacks and Dimensionality in Text Classifiers. CoRR (2024)
Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction. CoRR (2023)
Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches. CoRR (2023)
Nandish Chattopadhyay, Arpit Singh, Anupam Chattopadhyay
ROFL: RObust privacy preserving Federated Learning. ICDCS Workshops (2022)
Nandish Chattopadhyay, Rajan Kataria, Anupam Chattopadhyay
TextBack: Watermarking Text Classifiers using Backdooring. DSD (2022)
Shivam Garg, Nandish Chattopadhyay, Anupam Chattopadhyay
Robust Perception for Autonomous Vehicles using Dimensionality Reduction. TrustCom (2022)
Tu Anh Ngo, Reuben Jon Chia, Jonathan Chan, Nandish Chattopadhyay, Anupam Chattopadhyay
How Many Cameras Do You Need? Adversarial Attacks and Countermeasures for Robust Perception in Autonomous Vehicles. SPACE (2022)
Nandish Chattopadhyay, Subhrojyoti Chatterjee, Anupam Chattopadhyay
Robustness Against Adversarial Attacks Using Dimensionality. SPACE (2021)
Nandish Chattopadhyay, Anupam Chattopadhyay
ROWBACK: RObust Watermarking for neural networks using BACKdoors. ICMLA (2021)
Nandish Chattopadhyay, Lionell Yip En Zhi, Bryan Tan Bing Xing, Anupam Chattopadhyay
Spatially Correlated Patterns in Adversarial Images. CoRR (2020)
Nandish Chattopadhyay, Chua Sheng Yang Viroy, Anupam Chattopadhyay
Re-markable: Stealing Watermarked Neural Networks Through Synthesis. SPACE (2020)
Nandish Chattopadhyay, Ritabrata Maiti, Anupam Chattopadhyay
Deploy-able Privacy Preserving Collaborative ML. ICDCS (2020)
Nandish Chattopadhyay, Anupam Chattopadhyay, Sourav Sen Gupta, Michael Kasper
Curse of Dimensionality in Adversarial Examples. IJCNN (2019)