Mohammad Samragh

XONN: XNOR-based Oblivious Deep Neural Network Inference

M. Sadegh Riazi, Mohammad Samragh, Hao Chen et al. · arXiv (Cornell University) · 2019 · 112 citations · Full text

Engineering, Machine Learning, Neural Network +16

XONN: XNOR-based oblivious deep neural network inference

M. Sadegh Riazi, Mohammad Samragh, Hao Chen et al. · USENIX Security Symposium · 2019 · 81 citations

Engineering, Machine Learning, Data Science +15

SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing

Mohsen Imani, Sahand Salamat, Behnam Khaleghi et al. · 2019 · 59 citations

Artificial Intelligence, Engineering, Machine Learning +22

Customizing Neural Networks for Efficient FPGA Implementation

Mohammad Samragh, Mohammad Ghasemzadeh, Farinaz Koushanfar · 2017 · 52 citations

Cluster Computing, Deep Neural Networks, Engineering +14

Safe Machine Learning and Defeating Adversarial Attacks

Bita Darvish Rouani, Mohammad Samragh, Tara Javidi et al. · IEEE Security & Privacy · 2019 · 48 citations

Artificial Intelligence, Ai Reliability, Safe Machine Learning +13