Text Adversarial Purification as Defense against Adversarial Attacks

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Text Adversarial Purification as Defense against Adversarial Attacks

27 March 2022

Xipeng Qiu

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Papers citing "Text Adversarial Purification as Defense against Adversarial Attacks"

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Title
SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation Yashothara Shanmugarasa Ming Ding M. Chamikara Thierry Rakotoarivelo PILM AILaw 65 0 0 15 Jun 2025
LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge Songze Li Chuokun Xu Jiaying Wang Xueluan Gong Chen Chen J. Zhang Jun Wang K. Lam Shouling Ji AAML ELM 78 0 0 11 Jun 2025
Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks Xiaomei Zhang Zhaoxi Zhang Yanjun Zhang Xufei Zheng L. Zhang Shengshan Hu Shirui Pan AAML 58 0 0 08 Apr 2025
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation Liangbo Ning Wenqi Fan Qing Li AAML 88 1 0 03 Apr 2025
MaskPure: Improving Defense Against Text Adversaries with Stochastic Purification Harrison Gietz Jugal Kalita AAML 63 1 0 18 Jun 2024
Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey Shang Wang Tianqing Zhu Bo Liu Ming Ding Xu Guo Dayong Ye Wanlei Zhou Philip S. Yu PILM 131 20 0 12 Jun 2024
Large Language Model Sentinel: LLM Agent for Adversarial Purification Guang Lin Qibin Zhao Qibin Zhao AAML 111 4 0 24 May 2024
Adversarial Attacks and Dimensionality in Text Classifiers Nandish Chattopadhyay Atreya Goswami Anupam Chattopadhyay SILM AAML 50 1 0 03 Apr 2024
Optimization-based Prompt Injection Attack to LLM-as-a-Judge Jiawen Shi Zenghui Yuan Yinuo Liu Yue Huang Pan Zhou Lichao Sun Neil Zhenqiang Gong AAML 146 57 0 26 Mar 2024
Adversarial Text Purification: A Large Language Model Approach for Defense Raha Moraffah Shubh Khandelwal Amrita Bhattacharjee Huan Liu DeLMO AAML 97 5 0 05 Feb 2024
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 119 561 0 04 Dec 2023
Fooling the Textual Fooler via Randomizing Latent Representations Duy C. Hoang Quang H. Nguyen Saurav Manchanda MinLong Peng Kok-Seng Wong Khoa D. Doan SILM AAML 64 0 0 02 Oct 2023