Nandish Chattopadhyay

28 papers A* 1A 1B 3C 2Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PatchBlock: A Lightweight Defense Against Adversarial Patches for Embedded EdgeAI Devices. CoRR Nandish Chattopadhyay, Abdul Basit, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2026	J	`jnl`	STRAP-ViT: Segregated Tokens with Randomized - Transformations for Defense against Adversarial Patches in ViTs. CoRR Nandish Chattopadhyay, Anadi Goyal, Chandan Karfa, Anupam Chattopadhyay
2025	J	`jnl`	A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges. CoRR Nandish Chattopadhyay, Abdul Basit, Bassem Ouni, Muhammad Shafique
2025	—	`conf`	Adversarial and Backdoor Threats in Autonomous-Vehicle and Embodied-AI Systems. SOCC Muhammad Shafique, Muhammad Abdullah Hanif, Amira Guesmi, Nandish Chattopadhyay, Bassem Ouni
2025	J	`jnl`	Learning Nonlinearity of Boolean Functions: An Experimentation with Neural Networks. CoRR Sriram Ranga, Nandish Chattopadhyay, Anupam Chattopadhyay
2025	J	`jnl`	Persistence of Backdoor-Based Watermarks for Neural Networks: A Comprehensive Evaluation. IEEE Trans. Neural Networks Learn. Syst. Tu Anh Ngo, Chuan Song Heng, Nandish Chattopadhyay, Anupam Chattopadhyay
2025	J	`jnl`	Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation. CoRR Tu Anh Ngo, Chuan Song Heng, Nandish Chattopadhyay, Anupam Chattopadhyay
2025	J	`jnl`	Survey on Backdoor Attacks on Deep Learning: Current Trends, Categorization, Applications, Research Challenges, and Future Prospects. IEEE Access Muhammad Abdullah Hanif, Nandish Chattopadhyay, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	Adversarial Attacks and Dimensionality in Text Classifiers. CoRR Nandish Chattopadhyay, Atreya Goswami, Anupam Chattopadhyay
2024	B	`conf`	Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. ICIP Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique
2024	J	`jnl`	Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique
2024	—	`conf`	BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks - Official Work-in-Progress Paper. SPACE Yi Hao Puah, Tu Anh Ngo, Nandish Chattopadhyay, Anupam Chattopadhyay
2024	J	`jnl`	BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks. CoRR Yi Hao Puah, Tu Anh Ngo, Nandish Chattopadhyay, Anupam Chattopadhyay
2024	A*	`conf`	Defending against Adversarial Patches using Dimensionality Reduction. DAC Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	TravellingFL: Communication Efficient Peer-to-Peer Federated Learning. IEEE Trans. Veh. Technol. Vansh Gupta, Alka Luqman, Nandish Chattopadhyay, Anupam Chattopadhyay, Dusit Niyato
2023	J	`jnl`	DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	J	`jnl`	ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	—	`—`	Robust AI: security and privacy issues in machine learning Nandish Chattopadhyay
2022	—	`conf`	How Many Cameras Do You Need? Adversarial Attacks and Countermeasures for Robust Perception in Autonomous Vehicles. SPACE Tu Anh Ngo, Reuben Jon Chia, Jonathan Chan Chew Meng, Nandish Chattopadhyay, Anupam Chattopadhyay
2022	—	`conf`	ROFL: RObust privacy preserving Federated Learning. ICDCS Workshops Nandish Chattopadhyay, Arpit Singh, Anupam Chattopadhyay
2022	B	`conf`	Robust Perception for Autonomous Vehicles using Dimensionality Reduction. TrustCom Shivam Garg, Nandish Chattopadhyay, Anupam Chattopadhyay
2022	C	`conf`	TextBack: Watermarking Text Classifiers using Backdooring. DSD Nandish Chattopadhyay, Rajan Kataria, Anupam Chattopadhyay
2021	C	`conf`	ROWBACK: RObust Watermarking for neural networks using BACKdoors. ICMLA Nandish Chattopadhyay, Anupam Chattopadhyay
2021	—	`conf`	Robustness Against Adversarial Attacks Using Dimensionality. SPACE Nandish Chattopadhyay, Subhrojyoti Chatterjee, Anupam Chattopadhyay
2020	A	`conf`	Deploy-able Privacy Preserving Collaborative ML. ICDCS Nandish Chattopadhyay, Ritabrata Maiti, Anupam Chattopadhyay
2020	—	`conf`	Re-markable: Stealing Watermarked Neural Networks Through Synthesis. SPACE Nandish Chattopadhyay, Chua Sheng Yang Viroy, Anupam Chattopadhyay
2020	J	`jnl`	Spatially Correlated Patterns in Adversarial Images. CoRR Nandish Chattopadhyay, Lionell Yip En Zhi, Bryan Tan Bing Xing, Anupam Chattopadhyay
2019	B	`conf`	Curse of Dimensionality in Adversarial Examples. IJCNN Nandish Chattopadhyay, Anupam Chattopadhyay, Sourav Sen Gupta, Michael Kasper