Live demonstration: man-in-the-middle attack on edge artificial intelligence

• Main Authors: Hu, Bowen, He, Weiyang, Wang, Si, Liu, Wenye, Chang, Chip Hong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2024
• Subjects: Engineering; Deep neural networks; Edge artificial intelligence
• Online Access: https://hdl.handle.net/10356/174146; https://2024.ieee-iscas.org/
• Institution: Nanyang Technological University

Deep neural networks (DNNs) are susceptible to evasion attacks. However, digital adversarial examples are typically applied to pre-captured static images. The perturbations are generated by loss optimization with knowledge of target model hyperparameters and are added offline. Physical adversarial e...