Siam U. Hussain

According to our database, Siam U. Hussain authored at least 22 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Scalable Binary Neural Network Applications in Oblivious Inference.

Xinqiao Zhang, Mohammad Samragh, Siam U. Hussain, Ke Huang, Farinaz Koushanfar

ACM Trans. Embed. Comput. Syst., May, 2024

SenseHash: Computing on Sensor Values Mystified at the Origin.

Nojan Sheybani, Xinqiao Zhang, Siam Umar Hussain, Farinaz Koushanfar

IEEE Trans. Emerg. Top. Comput., 2024

2021

Practical, Scalable, and Efficient Privacy-Preserving Computation

Siam Umar Hussain

PhD thesis, 2021

The Fusion of Secure Function Evaluation and Logic Synthesis.

Siam U. Hussain, M. Sadegh Riazi, Farinaz Koushanfar

IEEE Secur. Priv., 2021

On the Application of Binary Neural Networks in Oblivious Inference.

Mohammad Samragh, Siam U. Hussain, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks.

Siam Umar Hussain, Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

TinyGarble2: Smart, Efficient, and Scalable Yao's Garble Circuit.

Siam U. Hussain, Baiyu Li, Farinaz Koushanfar, Rosario Cammarota

IACR Cryptol. ePrint Arch., 2020

Trustworthy AI Inference Systems: An Industry Research View.

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

CoRR, 2020

Developing Privacy-preserving AI Systems: The Lessons learned.

Huili Chen, Siam Umar Hussain, Fabian Boemer, Emmanuel Stapf, Ahmad-Reza Sadeghi, Farinaz Koushanfar, Rosario Cammarota

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation.

M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar

IACR Cryptol. ePrint Arch., 2019

FASE: FPGA Acceleration of Secure Function Evaluation.

Siam U. Hussain, Farinaz Koushanfar

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

ARM2GC: Succinct Garbled Processor for Secure Computation.

Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

ReDCrypt: Real-Time Privacy-Preserving Deep Learning Inference in Clouds Using FPGAs.

Bita Darvish Rouhani, Siam Umar Hussain, Kristin E. Lauter, Farinaz Koushanfar

ACM Trans. Reconfigurable Technol. Syst., 2018

SHAIP: Secure Hamming Distance for Authentication of Intrinsic PUFs.

Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar

ACM Trans. Design Autom. Electr. Syst., 2018

P3: Privacy Preserving Positioning for Smart Automotive Systems.

Siam Umar Hussain, Farinaz Koushanfar

ACM Trans. Design Autom. Electr. Syst., 2018

MAXelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers.

Siam U. Hussain, Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

ARM2GC: Simple and Efficient Garbled Circuit Framework by Skipping.

Ebrahim M. Songhori, M. Sadegh Riazi, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar

IACR Cryptol. ePrint Arch., 2017

2016

A Built-in-Self-Test Scheme for Online Evaluation of Physical Unclonable Functions and True Random Number Generators.

Siam U. Hussain, Mehrdad Majzoobi, Farinaz Koushanfar

IEEE Trans. Multi Scale Comput. Syst., 2016

Privacy preserving localization for smart automotive systems.

Siam U. Hussain, Farinaz Koushanfar

Proceedings of the 53rd Annual Design Automation Conference, 2016

2015

TinyGarble: Highly Compressed and Scalable Sequential Garbled Circuits.

Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Thomas Schneider, Farinaz Koushanfar

Proceedings of the 2015 IEEE Symposium on Security and Privacy, 2015

Compacting privacy-preserving k-nearest neighbor search using logic synthesis.

Ebrahim M. Songhori, Siam U. Hussain, Ahmad-Reza Sadeghi, Farinaz Koushanfar

Proceedings of the 52nd Annual Design Automation Conference, 2015

2014

BIST-PUF: online, hardware-based evaluation of physically unclonable circuit identifiers.

Siam U. Hussain, Sudha Yellapantula, Mehrdad Majzoobi, Farinaz Koushanfar

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014