9 citations · 13 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge
Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy +2
In this demo paper, we design and prototype RhythmEdge, a low-cost, deep-learning-based contact-less system for regular HR monitoring applications. RhythmEdge benefits over existin…
Estimating Buildings' Parameters over Time Including Prior Knowledge
Nilavra Pathak, James Foulds, Nirmalya Roy +2
Modeling buildings' heat dynamics is a complex process which depends on various factors including weather, building thermal capacity, insulation preservation, and residents' behavi…