Quantum theory-inspired inter-sentence semantic interaction model for textual adversarial defense

Abstract Deep neural networks have a recognized susceptibility to diverse forms of adversarial attacks in the field of natural language processing and such a security issue poses substantial security risks and erodes trust in artificial intelligence applications among people who use them. Meanwhile,...

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Bibliographic Details
Main Authors: Jiacheng Huang, Long Chen, Xiaoyin Yi, Ning Yu
Format: Article
Language:English
Published: Springer 2024-12-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01733-4
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