Works (5)

Updated: March 2nd, 2024 20:46

2023 article

Hardware-Software Co-design for Side-Channel Protected Neural Network Inference

2023 IEEE INTERNATIONAL SYMPOSIUM ON HARDWARE ORIENTED SECURITY AND TRUST, HOST, pp. 155–166.

By: A. Dubey n, R. Cammarota*, A. Varna*, R. Kumar* & A. Aysu n

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
author keywords: machine learning inference; side-channel analysis; masking; flexibility
Source: Web Of Science
Added: August 7, 2023

2022 journal article

Guarding Machine Learning Hardware Against Physical Side-channel Attacks

ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 18(3).

By: A. Dubey n, R. Cammarota*, V. Suresh* & A. Aysu n

co-author countries: United States of America 🇺🇸
author keywords: Side-channel attack; neural networks; masking
Source: Web Of Science
Added: December 5, 2022

2022 article

High-Fidelity Model Extraction Attacks via Remote Power Monitors

2022 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS 2022): INTELLIGENT TECHNOLOGY IN THE POST-PANDEMIC ERA, pp. 328–331.

By: A. Dubey n, E. Karabulut n, A. Awad n & A. Aysu n

co-author countries: United States of America 🇺🇸
author keywords: Neural networks; model stealing; time-to-digital converters; secure virtualization
Source: Web Of Science
Added: November 7, 2022

2020 article

BoMaNet: Boolean Masking of an Entire Neural Network

2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD).

By: A. Dubey n, R. Cammarota* & A. Aysu n

co-author countries: United States of America 🇺🇸
author keywords: Masking; neural networks; side-channel attacks; model stealing
Source: Web Of Science
Added: August 30, 2021

2020 journal article

Characterization of Limit State for Seismic Fragility Assessment of T-Joints in Piping System

JOURNAL OF PRESSURE VESSEL TECHNOLOGY-TRANSACTIONS OF THE ASME, 142(5).

By: A. Dubey n, A. Gupta n & S. Cho

co-author countries: United States of America 🇺🇸
author keywords: seismic fragility; piping; threaded T-joint; limit-state
Source: Web Of Science
Added: September 28, 2020

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