most citedMixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 2 cited

Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning

Pretom Roy Ovi, Emon Dey, Nirmalya Roy +1

Federated Learning (FL) enables collaborative model building among a large number of participants without the need for explicit data sharing. But this approach shows vulnerabilitie…

cs.HC2022

OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users

Emon Dey, Nirmalya Roy

Stay at home order during the COVID-19 helps flatten the curve but ironically, instigate mental health problems among the people who have Substance Use Disorders. Measuring the ele…