Backdoor attack against nlp models with robustness-aware perturbation defense

Turnitin 降AI改写 早检测系统 早降重系统 Turnitin-UK版 万方检测-期刊版 维普编辑部版 Grammarly检测 Paperpass检测 checkpass检测 PaperYY检测
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Backdoor attacks and countermeasures in natural language processing models: A comprehensive security review

P Cheng, Z Wu, W Du, H Zhao, W Lu, G Liu - arxiv preprint arxiv …, 2023 - arxiv.org
Applicating third-party data and models has become a new paradigm for language modeling
in NLP, which also introduces some potential security vulnerabilities because attackers can …
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Weak-to-Strong Backdoor Attack for Large Language Models

S Zhao, L Gan, Z Guo, X Wu, L **ao, X Xu… - arxiv preprint arxiv …, 2024 - arxiv.org
Despite being widely applied due to their exceptional capabilities, Large Language Models
(LLMs) have been proven to be vulnerable to backdoor attacks. These attacks introduce …
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