Text Select-Backdoor: Selective Backdoor Attack for Text Recognition Systems

Text Select-Backdoor: Selective Backdoor Attack for Text Recognition Systems

Deep neural networks exhibit excellent image, voice, text, and pattern recognition performance. However, they are vulnerable to adversarial and backdoor attacks. In a backdoor attack, the target model identifies input data unless it contains a specific trigger, at which point it mistakenly recognize...

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Bibliografiske detaljer
Main Authors: Hyun Kwon, Jang-Woon Baek
Format: Article
Sprog:English
Udgivet: IEEE 2024-01-01
Serier:IEEE Access
Fag:
Deep neural network
text domain
machine-learning security
backdoor attack
Online adgang:https://ieeexplore.ieee.org/document/10741518/

Internet

https://ieeexplore.ieee.org/document/10741518/

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