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04/25/2020
Privacy in Deep Learning: A Survey
The ever-growing advances of deep learning in many areas including visio...
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03/26/2020
A Principled Approach to Learning Stochastic Representations for Privacy in Deep Neural Inference
INFerence-as-a-Service (INFaaS) in the cloud has enabled the prevalent u...
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09/11/2019
Packet Chasing: Spying on Network Packets over a Cache Side-Channel
This paper presents Packet Chasing, an attack on the network that does n...
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05/26/2019
Shredder: Learning Noise to Protect Privacy with Partial DNN Inference on the Edge
A wide variety of DNN applications increasingly rely on the cloud to per...
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01/03/2019
