ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation
Authors: Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong | Published: 2024-12-30 | Updated: 2025-05-07
テキストの摂動手法
JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks
Authors: Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Ming Hu, Jie Zhang, Yang Liu, Shiqing Ma, Chao Shen | Published: 2023-12-17 | Updated: 2025-03-15
Robust Distortion-free Watermarks for Language Models
Authors: Rohith Kuditipudi, John Thickstun, Tatsunori Hashimoto, Percy Liang | Published: 2023-07-28 | Updated: 2024-06-06
Provable Robust Watermarking for AI-Generated Text
Authors: Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang | Published: 2023-06-30 | Updated: 2023-10-13
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
Authors: Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D. Manning, Chelsea Finn | Published: 2023-01-26 | Updated: 2023-07-23
T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification
Authors: Ahmadreza Azizi, Ibrahim Asadullah Tahmid, Asim Waheed, Neal Mangaokar, Jiameng Pu, Mobin Javed, Chandan K. Reddy, Bimal Viswanath | Published: 2021-03-07 | Updated: 2021-03-11
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
Authors: Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun | Published: 2020-11-20 | Updated: 2021-11-03
A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric
Authors: Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier | Published: 2020-10-22
FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications
Authors: Dou Goodman, Lv Zhonghou, Wang minghua | Published: 2020-01-31
Automatic Detection of Generated Text is Easiest when Humans are Fooled
Authors: Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck | Published: 2019-11-02 | Updated: 2020-05-07