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Pretom Roy Ovi
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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
142021
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
132022
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
92022
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
42023
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
32022
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
32022
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
22023
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
12022
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
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