Reverse engineering deep learning algorithms

• Main Author: Muhammad Irfan Bin Norizzam
• Other Authors: Lam Siew Kei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175058
• Institution: Nanyang Technological University

Cybersecurity concerns surrounding edge Field Programmable Gate Arrays (FPGA) accelerators hosting deep neural network (DNN) architectures have become increasingly prominent due to the vulnerability of such systems to side-channel reverse engineering attacks (SCAs). In this report, we present inn...