Spectral Signatures in Backdoor Attacks

© 2018 Curran Associates Inc. All rights reserved. A recent line of work has uncovered a new form of data poisoning: so-called backdoor attacks. These attacks are particularly dangerous because they do not affect a network's behavior on typical, benign data. Rather, the network only deviates fr...

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Bibliographic Details
Main Authors: Tran, Brandon (Author), Li, Jerry (Author), Madry, Aleksander (Author)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: 2021-12-20T19:20:08Z.
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