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Article

Transient Deception: Recent Advances and Trends in Short-Lived Adversarial Examples

2023-12-12

Abstract excerpt

The emergence of adversarial attacks has highlighted the vulnerabilities of deep learning models. This led adversaries to develop novel techniques for generating adversarial examples that are short-lived and imperceptible to humans. These short-lived adversarial examples exploit the temporal aspects of the model and constitute a significant challenge to the robustness and reliability of deep learning systems, as t...

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Literature Corpus work
4c6640fb-e8fe-562a-9877-f4c47103a8c4
DOI
10.21203/rs.3.rs-3611507/v1
Open publication

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Transient Deception: Recent Advances and Trends in Short-Lived Adversarial ExamplesDOI 10.21203/rs.3.rs-3611507/v1
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