An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences

An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences

Together with impressive advances touching every aspect of our society, AI technology based on Deep Neural Networks (DNN) is bringing increasing security concerns. While attacks operating at test time have monopolised the initial attention of researchers, backdoor attacks, exploiting the possibility...

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Bibliographic Details
Main Authors: Wei Guo, Benedetta Tondi, Mauro Barni
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Backdoor attacks
backdoor defences
AI security
deep learning
deep neural networks
Online Access:https://ieeexplore.ieee.org/document/9827581/

Internet

https://ieeexplore.ieee.org/document/9827581/

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