Securing edge deep neural network against input evasion and IP theft

• Main Author: Wang, Si
• Other Authors: Chang Chip Hong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering::Integrated circuits; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/152267
• Institution: Nanyang Technological University

Deep learning is a key driver that puts artificial intelligence (AI) on the radar screen for technology investment. Deep Neural Network (DNN) automatically learns high-level features directly from raw data in a hierarchical manner, which eliminates manual extraction of effective features in traditio...