Aris: A real time edge computed accident risk inference system PR Ovi, E Dey, N Roy, A Gangopadhyay 2021 IEEE International Conference on Smart Computing (SMARTCOMP), 47-54, 2021 | 14 | 2021 |
Towards developing a data security aware federated training framework in multi-modal contested environments PR Ovi, E Dey, N Roy, A Gangopadhyay, RF Erbacher Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2022 | 13 | 2022 |
Tinym2net: A flexible system algorithm co-designed multimodal learning framework for tiny devices HA Rashid, PR Ovi, C Busart, A Gangopadhyay, T Mohsenin ArXiv, 2022 | 9 | 2022 |
A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies PR Ovi, A Gangopadhyay 2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023 | 4 | 2023 |
Secure federated training: Detecting compromised nodes and identifying the type of attacks PR Ovi, A Gangopadhyay, RF Erbacher, C Busart 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 3 | 2022 |
Mixed precision quantization to tackle gradient leakage attacks in federated learning PR Ovi, E Dey, N Roy, A Gangopadhyay arXiv preprint arXiv:2210.13457, 2022 | 3 | 2022 |
Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks PR Ovi, E Dey, N Roy, A Gangopadhyay Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 2 | 2023 |
Gadan: Generative adversarial domain adaptation network for debris detection using drone M Ahmed, N Khan, PR Ovi, N Roy, S Purushotham, A Gangopadhyay, ... 2022 18th International Conference on Distributed Computing in Sensor …, 2022 | 1 | 2022 |
Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems PR Ovi, A Gangopadhyay ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
Confident federated learning to tackle label flipped data poisoning attacks PR Ovi, A Gangopadhyay, RF Erbacher, C Busart Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2023 | | 2023 |
TinyMNet: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices (preprint) HA Rashid, PR Ovi, C Busart, A Gangopadhyay, T Mohsenin | | 2022 |