A practical man-in-the-middle attack on deep learning edge device by sparse light strip injection into camera data lane

• المؤلفون الرئيسيون: Liu, Wenye, He, Weiyang, Hu, Bowen, Chang, Chip-Hong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering::Hardware::Input/output and data communications; Engineering::Electrical and electronic engineering::Computer hardware, software and systems; Cameras; Image Edge Detection
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/165204

The vulnerability of deep neural networks (DNNs) has been exposed by adversarial examples. Although the adversarial perturbations can be made visually imperceptible or photorealistic on any image, they have to be added offline on pre-captured static input in order to accomplish the malicious goal. A...