15 citations · 24 across the 2 of their papers we have counts for
3 papers
cs.DC2021★ 9 cited
Multi-model Machine Learning Inference Serving with GPU Spatial Partitioning
Seungbeom Choi, Sunho Lee, Yeonjae Kim +3
As machine learning techniques are applied to a widening range of applications, high throughput machine learning (ML) inference servers have become critical for online service appl…
cs.CR2020
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
Yansong Gao, Minki Kim, Sharif Abuadbba +6
This work is the first attempt to evaluate and compare felderated learning (FL) and split neural networks (SplitNN) in real-world IoT settings in terms of learning performance and…
cs.CR2019★ 15 cited
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
Yansong Gao, Yeonjae Kim, Bao Gia Doan +5
This work corroborates a run-time Trojan detection method exploiting STRong Intentional Perturbation of inputs, is a multi-domain Trojan detection defence across Vision, Text and A…