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Books and Theses
- 2021
[b1]Siam Umar Hussain:
Practical, Scalable, and Efficient Privacy-Preserving Computation. University of California, San Diego, USA, 2021
Journal Articles
- 2024
- [j7]Xinqiao Zhang
, Mohammad Samragh, Siam U. Hussain, Ke Huang, Farinaz Koushanfar:
Scalable Binary Neural Network Applications in Oblivious Inference. ACM Trans. Embed. Comput. Syst. 23(3): 45:1-45:18 (2024) - [j6]Nojan Sheybani, Xinqiao Zhang, Siam Umar Hussain, Farinaz Koushanfar:
SenseHash: Computing on Sensor Values Mystified at the Origin. IEEE Trans. Emerg. Top. Comput. 12(2): 508-520 (2024) - 2021
- [j5]Siam U. Hussain, M. Sadegh Riazi, Farinaz Koushanfar:
The Fusion of Secure Function Evaluation and Logic Synthesis. IEEE Secur. Priv. 19(2): 48-55 (2021) - 2018
- [j4]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): 75:1-75:20 (2018) - [j3]Siam Umar Hussain, Farinaz Koushanfar:
P3: Privacy Preserving Positioning for Smart Automotive Systems. ACM Trans. Design Autom. Electr. Syst. 23(6): 79:1-79:19 (2018) - [j2]Bita Darvish Rouhani, Siam Umar Hussain, Kristin E. Lauter, Farinaz Koushanfar:
ReDCrypt: Real-Time Privacy-Preserving Deep Learning Inference in Clouds Using FPGAs. ACM Trans. Reconfigurable Technol. Syst. 11(3): 21:1-21:21 (2018) - 2016
- [j1]Siam U. Hussain, Mehrdad Majzoobi, Farinaz Koushanfar:
A Built-in-Self-Test Scheme for Online Evaluation of Physical Unclonable Functions and True Random Number Generators. IEEE Trans. Multi Scale Comput. Syst. 2(1): 2-16 (2016)
Conference and Workshop Papers
- 2021
- [c12]Siam Umar Hussain, Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar:
COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks. CCS 2021: 3266-3281 - [c11]Mohammad Samragh, Siam U. Hussain, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar:
On the Application of Binary Neural Networks in Oblivious Inference. CVPR Workshops 2021: 4630-4639 - 2020
- [c10]Siam U. Hussain, Baiyu Li, Farinaz Koushanfar, Rosario Cammarota:
TinyGarble2: Smart, Efficient, and Scalable Yao's Garble Circuit. PPMLP@CCS 2020: 65-67 - [c9]Huili Chen, Siam Umar Hussain, Fabian Boemer, Emmanuel Stapf, Ahmad-Reza Sadeghi, Farinaz Koushanfar, Rosario Cammarota:
Developing Privacy-preserving AI Systems: The Lessons learned. DAC 2020: 1-4 - 2019
- [c8]Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
ARM2GC: Succinct Garbled Processor for Secure Computation. DAC 2019: 112 - [c7]Siam U. Hussain, Farinaz Koushanfar:
FASE: FPGA Acceleration of Secure Function Evaluation. FCCM 2019: 280-288 - [c6]M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar:
MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. HOST 2019: 198-207 - 2018
- [c5]Siam U. Hussain, Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar:
MAXelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers. DAC 2018: 33:1-33:6 - 2016
- [c4]Siam U. Hussain, Farinaz Koushanfar:
Privacy preserving localization for smart automotive systems. DAC 2016: 26:1-26:6 - 2015
- [c3]Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
Compacting privacy-preserving k-nearest neighbor search using logic synthesis. DAC 2015: 36:1-36:6 - [c2]Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar:
TinyGarble: Highly Compressed and Scalable Sequential Garbled Circuits. IEEE Symposium on Security and Privacy 2015: 411-428 - 2014
- [c1]Siam U. Hussain, Sudha Yellapantula, Mehrdad Majzoobi, Farinaz Koushanfar:
BIST-PUF: online, hardware-based evaluation of physically unclonable circuit identifiers. ICCAD 2014: 162-169
Informal and Other Publications
- 2020
- [i5]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 abs/2008.04449 (2020) - [i4]Siam U. Hussain, Baiyu Li, Farinaz Koushanfar, Rosario Cammarota:
TinyGarble2: Smart, Efficient, and Scalable Yao's Garble Circuit. IACR Cryptol. ePrint Arch. 2020: 1181 (2020) - 2019
- [i3]Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar:
ARM2GC: Succinct Garbled Processor for Secure Computation. CoRR abs/1902.02908 (2019) - [i2]M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar:
MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. IACR Cryptol. ePrint Arch. 2019: 275 (2019) - 2017
- [i1]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: 1157 (2017)
Coauthor Index
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