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Anuj Dubey
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2020 – today
- 2023
- [c7]Anuj Dubey, Rosario Cammarota, Avinash Varna, Raghavan Kumar, Aydin Aysu:
Hardware-Software Co-design for Side-Channel Protected Neural Network Inference. HOST 2023: 155-166 - [c6]Anuj Dubey, Aydin Aysu:
A Full-Stack Approach for Side-Channel Secure ML Hardware. ITC 2023: 186-195 - [i6]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: 163 (2023) - 2022
- [j2]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): 56:1-56:31 (2022) - [j1]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): 506-556 (2022) - [c5]Anuj Dubey, Emre Karabulut, Amro Awad, Aydin Aysu:
High-Fidelity Model Extraction Attacks via Remote Power Monitors. AICAS 2022: 328-331 - [c4]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: 455-461 - 2021
- [i5]Anuj Dubey, Rosario Cammarota, Vikram B. Suresh, Aydin Aysu:
Guarding Machine Learning Hardware Against Physical Side-Channel Attacks. CoRR abs/2109.00187 (2021) - [i4]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: 1437 (2021) - 2020
- [c3]Anuj Dubey, Rosario Cammarota, Aydin Aysu:
MaskedNet: The First Hardware Inference Engine Aiming Power Side-Channel Protection. HOST 2020: 197-208 - [c2]Anuj Dubey, Rosario Cammarota, Aydin Aysu:
BoMaNet: Boolean Masking of an Entire Neural Network. ICCAD 2020: 51:1-51:9 - [i3]Anuj Dubey, Rosario Cammarota, Aydin Aysu:
BoMaNet: Boolean Masking of an Entire Neural Network. CoRR abs/2006.09532 (2020) - [i2]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)
2010 – 2019
- 2019
- [i1]Anuj Dubey, Rosario Cammarota, Aydin Aysu:
MaskedNet: A Pathway for Secure Inference against Power Side-Channel Attacks. CoRR abs/1910.13063 (2019)
2000 – 2009
- 2009
- [c1]Vandana Dixit Kaushik, Aditya Budhwar, Anuj Dubey, Rahul Agrawal, Shraddha Gupta, Vinay K. Pathak, Phalguni Gupta:
An Efficient 3D Face Recognition Algorithm. NTMS 2009: 1-5
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