Search Results for author: Mihailo Isakov

Found 4 papers, 0 papers with code

Survey of Attacks and Defenses on Edge-Deployed Neural Networks

no code implementations27 Nov 2019 Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy

Deep Neural Network (DNN) workloads are quickly moving from datacenters onto edge devices, for latency, privacy, or energy reasons.

CodeTrolley: Hardware-Assisted Control Flow Obfuscation

no code implementations3 Mar 2019 Novak Boskov, Mihailo Isakov, Michel A. Kinsy

Many cybersecurity attacks rely on analyzing a binary executable to find exploitable sections of code.

Cryptography and Security

ClosNets: a Priori Sparse Topologies for Faster DNN Training

no code implementations12 Feb 2018 Mihailo Isakov, Michel A. Kinsy

Fully-connected layers in deep neural networks (DNN) are often the throughput and power bottleneck during training.

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