论文头条 | DplsLab_北京智慧云测设备技术有限公司

Backdoor Attack on Deep Neural Networks Triggered by Fault Injection Attack on Image Sensor Interface.

发表于 2023-05-14 来源 Sensors (Basel, Switzerland) DOI 10.3390/S23104742

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作者

Oyama Tatsuya Okura Shunsuke Yoshida Kota Fujino Takeshi

单位

Department of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu 525-8577, Shiga, Japan.;Graduate School of Science and Engineering, R展开

Department of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu 525-8577, Shiga, Japan.;Graduate School of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu 525-8577, Shiga, Japan.

摘要

A backdoor attack is a type of attack method that induces deep neural network (DNN) misclassification. The adversary who aims to trigger the backdoor 更多..

backdoor attack Fault injection attack image sensor interface mobile industry processor interface (MIPI)

Experimental Study of Fault Injection Attack on Image Sensor Interface for Triggering Backdoored DNN Models

发表于 2022-01-01 来源 IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences DOI 10.1587/TRANSFUN.2021CIP0019

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作者

OYAMA Tatsuya OKURA Shunsuke YOSHIDA Kota FUJINO Takeshi

单位

Graduate School of Science and Technology, Ritsumeikan University;Department of Science and Engineering, Ritsumeikan University

backdoor attack deep neural networks image sensor interface image tampering MIPI