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

• المؤلفون الرئيسيون: Hu, Bowen, He, Weiyang, Wang, Si, Liu, Wenye, Chang, Chip Hong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2024
• الموضوعات: Engineering; Deep neural networks; Edge artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/174146; https://2024.ieee-iscas.org/
• المؤسسة: 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...