Anuj Dubey

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 14

Top Topics

Protection Scheme

Inference Engine

Top Venues

IACR Cryptol. ePrint Arch.

IACR Trans. Cryptogr. Hardw. Embed. Syst.

Publications

Anuj Dubey, Aydin Aysu
A Full-Stack Approach for Side-Channel Secure ML Hardware. ITC (2023)
Anuj Dubey, Rosario Cammarota, Avinash Varna, Raghavan Kumar, Aydin Aysu
Hardware-Software Co-design for Side-Channel Protected Neural Network Inference. HOST (2023)
Anuj Dubey, Rosario Cammarota, Avinash Varna, Raghavan Kumar, Aydin Aysu
Hardware-Software Co-design for Side-Channel Protected Neural Network Inference. IACR Cryptol. ePrint Arch. 2023 (2023)
Anuj Dubey, Afzal Ahmad, Muhammad Adeel Pasha, Rosario Cammarota, Aydin Aysu
ModuloNET: Neural Networks Meet Modular Arithmetic for Efficient Hardware Masking. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2022 (1) (2022)
Ashley Calhoun, Erick Ortega, Ferhat Yaman, Anuj Dubey, Aydin Aysu
Hands-On Teaching of Hardware Security for Machine Learning. ACM Great Lakes Symposium on VLSI (2022)
Anuj Dubey, Rosario Cammarota, Vikram B. Suresh, Aydin Aysu
Guarding Machine Learning Hardware Against Physical Side-channel Attacks. ACM J. Emerg. Technol. Comput. Syst. 18 (3) (2022)
Anuj Dubey, Emre Karabulut, Amro Awad, Aydin Aysu
High-Fidelity Model Extraction Attacks via Remote Power Monitors. AICAS (2022)
Anuj Dubey, Afzal Ahmad, Muhammad Adeel Pasha, Rosario Cammarota, Aydin Aysu
ModuloNET: Neural Networks Meet Modular Arithmetic for Efficient Hardware Masking. IACR Cryptol. ePrint Arch. 2021 (2021)
Anuj Dubey, Rosario Cammarota, Vikram Suresh, Aydin Aysu
Guarding Machine Learning Hardware Against Physical Side-Channel Attacks. CoRR (2021)
Anuj Dubey, Rosario Cammarota, Aydin Aysu
BoMaNet: Boolean Masking of an Entire Neural Network. ICCAD (2020)
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)
Anuj Dubey, Rosario Cammarota, Aydin Aysu
MaskedNet: The First Hardware Inference Engine Aiming Power Side-Channel Protection. HOST (2020)
Anuj Dubey, Rosario Cammarota, Aydin Aysu
BoMaNet: Boolean Masking of an Entire Neural Network. CoRR (2020)
Anuj Dubey, Rosario Cammarota, Aydin Aysu
MaskedNet: A Pathway for Secure Inference against Power Side-Channel Attacks. CoRR (2019)
Vandana Dixit Kaushik, Aditya Budhwar, Anuj Dubey, Rahul Agrawal, Shraddha Gupta, Vinay K. Pathak, Phalguni Gupta
An Efficient 3D Face Recognition Algorithm. NTMS (2009)