Nandish Chattopadhyay

According to our database, Nandish Chattopadhyay authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks.

Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique

CoRR, 2024

2023

Robust AI: security and privacy issues in machine learning

Nandish Chattopadhyay

PhD thesis, 2023

DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction.

Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

CoRR, 2023

ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches.

Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

CoRR, 2023

2022

Robust Perception for Autonomous Vehicles using Dimensionality Reduction.

Shivam Garg, Nandish Chattopadhyay, Anupam Chattopadhyay

Proceedings of the IEEE International Conference on Trust, 2022

How Many Cameras Do You Need? Adversarial Attacks and Countermeasures for Robust Perception in Autonomous Vehicles.

Tu Anh Ngo, Reuben Jon Chia, Jonathan Chan, Nandish Chattopadhyay, Anupam Chattopadhyay

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2022

ROFL: RObust privacy preserving Federated Learning.

Nandish Chattopadhyay, Arpit Singh, Anupam Chattopadhyay

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

TextBack: Watermarking Text Classifiers using Backdooring.

Nandish Chattopadhyay, Rajan Kataria, Anupam Chattopadhyay

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

Robustness Against Adversarial Attacks Using Dimensionality.

Nandish Chattopadhyay, Subhrojyoti Chatterjee, Anupam Chattopadhyay

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2021

ROWBACK: RObust Watermarking for neural networks using BACKdoors.

Nandish Chattopadhyay, Anupam Chattopadhyay

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Spatially Correlated Patterns in Adversarial Images.

Nandish Chattopadhyay, Lionell Yip En Zhi, Bryan Tan Bing Xing, Anupam Chattopadhyay

CoRR, 2020

Re-markable: Stealing Watermarked Neural Networks Through Synthesis.

Nandish Chattopadhyay, Chua Sheng Yang Viroy, Anupam Chattopadhyay

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2020

Deploy-able Privacy Preserving Collaborative ML.

Nandish Chattopadhyay, Ritabrata Maiti, Anupam Chattopadhyay

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

Curse of Dimensionality in Adversarial Examples.

Nandish Chattopadhyay, Anupam Chattopadhyay, Sourav Sen Gupta, Michael Kasper

Proceedings of the International Joint Conference on Neural Networks, 2019