~/phd/publications

Publications

20 papers. Full list on Google Scholar.

## 2020

  1. HEAX: An Architecture for Computing on Encrypted Data M Sadegh Riazi, Kim Laine, Blake Pelton, Wei Dai ACM ASPLOS 2020
  2. SANNS: Scaling up Secure Approximate k-Nearest Neighbors Search Hao Chen, Ilaria Chillotti, Yihe Dong, Oxana Poburinnaya, Ilya Razenshteyn, M Sadegh Riazi (alphabetical order) USENIX Security 2020
  3. The Fusion of Secure Function Evaluation and Logic Synthesis Siam U Hussain, M Sadegh Riazi, Farinaz Koushanfar IEEE Security and Privacy (S&P) Magazine 2020
  4. SynFi: Automatic Synthetic Fingerprint Generation M Sadegh Riazi, Seyed M Chavoshian, Farinaz Koushanfar IEEE DAC (WiP) 2020

## 2019

  1. Multisketches: Practical Secure Sketches Using Off-the-Shelf Biometric Matching Algorithms Rahul Chatterjee, M Sadegh Riazi, Tanmoy Chowdhury, Emanuela Marasco, Farinaz Koushanfar, Ari Juels ACM CCS 2019
  2. A Framework for Collaborative Learning in Secure High-Dimensional Space Mohsen Imani, Yeseong Kim, M Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing IEEE Cloud Computing (CLOUD) 2019Acceptance rate: 14.3%
  3. XONN: XNOR-based Oblivious Deep Neural Network Inference M Sadegh Riazi, Mohammad Samragh, Hao Chen, Kim Laine, Kristin Lauter, Farinaz Koushanfar USENIX Security 2019Acceptance rate: 9.8%
  4. ARM2GC: Succinct Garbled Processor for Secure Computation Ebrahim M Songhori, M Sadegh Riazi, Siam U Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar ACM DAC 2019
  5. MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation M Sadegh Riazi, Mojan Javaheripi, Siam U Hussain, Farinaz Koushanfar IEEE HOST 2019
  6. Deep Learning on Private Data M Sadegh Riazi, Bita Darvish Rouhani, Farinaz Koushanfar IEEE Security and Privacy (S&P) Magazine 2019

## 2018

  1. Scaling Up Secure Nearest Neighbor Search Hao Chen, Ilaria Chillotti, Oxana Poburinnaya, Ilya Razenshteyn, M Sadegh Riazi NeurIPS 2018, Workshop on Privacy-Preserving Machine Learning
  2. Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications M Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M Songhori, Thomas Schneider, Farinaz Koushanfar AsiaCCS 2018Among the top 0.1% most cited computer science papers of 2018
  3. Privacy-Preserving Deep Learning and Inference M Sadegh Riazi, Farinaz Koushanfar ICCAD 2018Invited paper
  4. DeepSecure: Scalable Provably-Secure Deep Learning Bita Darvish Rouhani, M Sadegh Riazi, Farinaz Koushanfar DAC 2018Among the top 0.1% most cited computer science papers of 2018
  5. SHAIP: Secure Hamming Distance for Authentication of Intrinsic PUFs Siam U Hussain, M Sadegh Riazi, Farinaz Koushanfar ACM TODAES 2018

## 2017

  1. CAMsure: Secure Content-Addressable Memory for Approximate Search M Sadegh Riazi, Mohammad Samragh, Farinaz Koushanfar CODES 2017Nominated for the best paper award
  2. Sub-Linear Privacy-Preserving Near-Neighbor Search M Sadegh Riazi, Beidi Chen, Anshumali Shrivastava, Dan Wallach, Farinaz Koushanfar arXiv 2017
  3. PriSearch: Efficient Search on Private Data M Sadegh Riazi, Ebrahim M Songhori, Farinaz Koushanfar DAC 2017
  4. Toward Practical Secure Stable Matching M Sadegh Riazi, Ebrahim M Songhori, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar PoPETs 2017

## 2016

  1. GenMatch: Secure DNA Compatibility Testing M Sadegh Riazi, Neeraj K R Dantu, L N Vinay Gattu, Farinaz Koushanfar HOST 2016