M. Sadegh Riazi

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 36

Top Topics

Nearest Neighbor

Logic Synthesis

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Siam U. Hussain, M. Sadegh Riazi, Farinaz Koushanfar
The Fusion of Secure Function Evaluation and Logic Synthesis. IEEE Secur. Priv. 19 (2) (2021)
Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton
Trustworthy AI Inference Systems: An Industry Research View. CoRR (2020)
M. Sadegh Riazi, Seyed M. Chavoshian, Farinaz Koushanfar
SynFi: Automatic Synthetic Fingerprint Generation. IACR Cryptol. ePrint Arch. 2020 (2020)
Hao Chen, Ilaria Chillotti, Yihe Dong, Oxana Poburinnaya, Ilya P. Razenshteyn, M. Sadegh Riazi
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search. USENIX Security Symposium (2020)
M. Sadegh Riazi, Kim Laine, Blake Pelton, Wei Dai
HEAX: An Architecture for Computing on Encrypted Data. ASPLOS (2020)
M. Sadegh Riazi, Seyed M. Chavoshian, Farinaz Koushanfar
SynFi: Automatic Synthetic Fingerprint Generation. CoRR (2020)
M. Sadegh Riazi, Kim Laine, Blake Pelton, Wei Dai
HEAX: High-Performance Architecture for Computation on Homomorphically Encrypted Data in the Cloud. CoRR (2019)
Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing
A Framework for Collaborative Learning in Secure High-Dimensional Space. CLOUD (2019)
M. Sadegh Riazi, Beidi Chen, Anshumali Shrivastava, Dan S. Wallach, Farinaz Koushanfar
Sub-Linear Privacy-Preserving Near-Neighbor Search. IACR Cryptol. ePrint Arch. 2019 (2019)
M. Sadegh Riazi, Kim Laine, Blake Pelton, Wei Dai
HEAX: High-Performance Architecture for Computation on Homomorphically Encrypted Data in the Cloud. IACR Cryptol. ePrint Arch. 2019 (2019)
M. Sadegh Riazi, Mohammad Samragh, Hao Chen, Kim Laine, Kristin E. Lauter, Farinaz Koushanfar
XONN: XNOR-based Oblivious Deep Neural Network Inference. USENIX Security Symposium (2019)
Hao Chen, Ilaria Chillotti, Yihe Dong, Oxana Poburinnaya, Ilya P. Razenshteyn, M. Sadegh Riazi
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search. IACR Cryptol. ePrint Arch. 2019 (2019)
Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ARM2GC: Succinct Garbled Processor for Secure Computation. CoRR (2019)
M. Sadegh Riazi, Bita Darvish Rouhani, Farinaz Koushanfar
Deep Learning on Private Data. IEEE Secur. Priv. 17 (6) (2019)
M. Sadegh Riazi, Mohammad Samragh, Hao Chen, Kim Laine, Kristin E. Lauter, Farinaz Koushanfar
XONN: XNOR-based Oblivious Deep Neural Network Inference. IACR Cryptol. ePrint Arch. 2019 (2019)
M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. HOST (2019)
Rahul Chatterjee, M. Sadegh Riazi, Tanmoy Chowdhury, Emanuela Marasco, Farinaz Koushanfar, Ari Juels
Multisketches: Practical Secure Sketches Using Off-the-Shelf Biometric Matching Algorithms. CCS (2019)
M. Sadegh Riazi, Mohammad Samragh, Hao Chen, Kim Laine, Kristin E. Lauter, Farinaz Koushanfar
XONN: XNOR-based Oblivious Deep Neural Network Inference. CoRR (2019)
Rahul Chatterjee, M. Sadegh Riazi, Tanmoy Chowdhury, Emanuela Marasco, Farinaz Koushanfar, Ari Juels
Multisketches: Practical Secure Sketches Using Off-the-Shelf Biometric Matching Algorithms. IACR Cryptol. ePrint Arch. 2019 (2019)
M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. IACR Cryptol. ePrint Arch. 2019 (2019)
Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ARM2GC: Succinct Garbled Processor for Secure Computation. DAC (2019)
Hao Chen, Ilaria Chillotti, Yihe Dong, Oxana Poburinnaya, Ilya P. Razenshteyn, M. Sadegh Riazi
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search. CoRR (2019)
Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar
Deepsecure: scalable provably-secure deep learning. DAC (2018)
M. Sadegh Riazi, Farinaz Koushanfar
Privacy-preserving deep learning and inference. ICCAD (2018)
M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. CoRR (2018)
Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar
SHAIP: Secure Hamming Distance for Authentication of Intrinsic PUFs. ACM Trans. Design Autom. Electr. Syst. 23 (6) (2018)
M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. AsiaCCS (2018)
M. Sadegh Riazi, Ebrahim M. Songhori, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar
Toward Practical Secure Stable Matching. Proc. Priv. Enhancing Technol. 2017 (1) (2017)
M. Sadegh Riazi, Mohammad Samragh, Farinaz Koushanfar
CAMsure: Secure Content-Addressable Memory for Approximate Search. ACM Trans. Embed. Comput. Syst. 16 (5s) (2017)
Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar
DeepSecure: Scalable Provably-Secure Deep Learning. IACR Cryptol. ePrint Arch. 2017 (2017)
Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ARM2GC: Simple and Efficient Garbled Circuit Framework by Skipping. IACR Cryptol. ePrint Arch. 2017 (2017)
M. Sadegh Riazi, Christian Weinert, Oleksandr Tkachenko, Ebrahim M. Songhori, Thomas Schneider, Farinaz Koushanfar
Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. IACR Cryptol. ePrint Arch. 2017 (2017)
M. Sadegh Riazi, Ebrahim M. Songhori, Farinaz Koushanfar
PriSearch: Efficient Search on Private Data. DAC (2017)
Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar
DeepSecure: Scalable Provably-Secure Deep Learning. CoRR (2017)
M. Sadegh Riazi, Beidi Chen, Anshumali Shrivastava, Dan S. Wallach, Farinaz Koushanfar
Sub-linear Privacy-preserving Search with Untrusted Server and Semi-honest Parties. CoRR (2016)
M. Sadegh Riazi, Neeraj K. R. Dantu, L. N. Vinay Gattu, Farinaz Koushanfar
GenMatch: Secure DNA compatibility testing. HOST (2016)