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

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

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...

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Bibliographic Details
Main Authors: Liu, Wenye, He, Weiyang, Hu, Bowen, Chang, Chip-Hong
Other Authors: School of Electrical and Electronic Engineering
Format: Conference Paper
Language:English
Published: 2023
Subjects:
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
Online Access:https://hdl.handle.net/10356/165204

Internet

https://hdl.handle.net/10356/165204

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