Pretom Roy Ovi

According to our database, Pretom Roy Ovi authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems.

Pretom Roy Ovi, Aryya Gangopadhyay

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks.

Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies.

Pretom Roy Ovi, Aryya Gangopadhyay

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022

Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning.

Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay

CoRR, 2022

TinyM²Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices.

Hasib-Al Rashid, Pretom Roy Ovi, Aryya Gangopadhyay, Tinoosh Mohsenin

CoRR, 2022

Secure Federated Training: Detecting Compromised Nodes and Identifying the Type of Attacks.

Pretom Roy Ovi, Aryya Gangopadhyay, Robert F. Erbacher, Carl E. Busart

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone.

Masud Ahmed, Naima Khan, Pretom Roy Ovi, Nirmalya Roy, Sanjay Purushotham, Aryya Gangopadhyay, Suya You

Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021

ARIS: A Real Time Edge Computed Accident Risk Inference System.

Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay

Proceedings of the IEEE International Conference on Smart Computing, 2021