Pretom Roy Ovi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Acoustic Signal

Domain Adaptation

Top Venues

Publications

Pretom Roy Ovi, Aryya Gangopadhyay
Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems. ICASSP (2024)
Pretom Roy Ovi, Aryya Gangopadhyay
A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies. CISS (2023)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks. CVPR Workshops (2023)
Pretom Roy Ovi, Aryya Gangopadhyay, Robert F. Erbacher, Carl E. Busart
Secure Federated Training: Detecting Compromised Nodes and Identifying the Type of Attacks. ICMLA (2022)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning. CoRR (2022)
Hasib-Al-Rashid, Pretom Roy Ovi, Aryya Gangopadhyay, Tinoosh Mohsenin
Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices. CoRR (2022)
Masud Ahmed, Naima Khan, Pretom Roy Ovi, Nirmalya Roy, Sanjay Purushotham, Aryya Gangopadhyay, Suya You
GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone. DCOSS (2022)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
ARIS: A Real Time Edge Computed Accident Risk Inference System. SMARTCOMP (2021)