Research Article
Adversarial Example Attacks in Internet of Things (IoT)
@INPROCEEDINGS{10.1007/978-3-031-28990-3_16, author={Yuzhe Gu and Na Jiang and Yanjiao Chen and Xueluan Gong}, title={Adversarial Example Attacks in Internet of Things (IoT)}, proceedings={Edge Computing and IoT: Systems, Management and Security. Third EAI International Conference, ICECI 2022, Virtual Event, December 13-14, 2022, Proceedings}, proceedings_a={ICECI}, year={2023}, month={3}, keywords={Adversarial Example Attacks IoT Deep Learning}, doi={10.1007/978-3-031-28990-3_16} }- Yuzhe Gu
Na Jiang
Yanjiao Chen
Xueluan Gong
Year: 2023
Adversarial Example Attacks in Internet of Things (IoT)
ICECI
Springer
DOI: 10.1007/978-3-031-28990-3_16
Abstract
Recently, the Internet of Things (IoT) technology has made tremendous progress, and it is beginning to enter many areas of social life, such as autonomous driving, medical care, etc. Due to the massive data in IoT, deep neural networks (DNN) are often involved in helping process and analyzing data, but DNNs still face many security threats. Adversarial example attack is a common attack against DNN models, which interferes with model decisions through processed samples. It will undoubtedly threaten DNN-based IoT systems. This paper presents the possible attack scenarios of adversarial example attacks in IoT systems and extensively studies the defense methods of adversarial example attacks in IoT systems.
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