Detection of Word Adversarial Examples in Text Classification: Benchmark
and Baseline via Robust Density Estimation

Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation

3 March 2022

Nojun Kwak

ArXiv (abs)PDF HTML

Papers citing "Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation"

11 / 11 papers shown

Title
Can Your Uncertainty Scores Detect Hallucinated Entity? Min-Hsuan Yeh Max Kamachee Seongheon Park Yixuan Li HILM 142 3 0 17 Feb 2025
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph Roman Vashurin Ekaterina Fadeeva Artem Vazhentsev Akim Tsvigun Daniil Vasilev ... Timothy Baldwin Timothy Baldwin Preslav Nakov Maxim Panov Artem Shelmanov HILM 182 28 0 21 Jun 2024
Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning Yao-Hung Tsai Walter Talbott Jian Zhang LLMAG 69 5 0 01 Feb 2024
Toward Stronger Textual Attack Detectors Pierre Colombo Marine Picot Nathan Noiry Guillaume Staerman Pablo Piantanida 561 5 0 21 Oct 2023
Certifying LLM Safety against Adversarial Prompting Aounon Kumar Chirag Agarwal Suraj Srinivas Aaron Jiaxun Li Soheil Feizi Himabindu Lakkaraju AAML 153 197 0 06 Sep 2023
Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks Xinyu Zhang Hanbin Hong Yuan Hong Peng Huang Binghui Wang Zhongjie Ba Kui Ren SILM 131 25 0 31 Jul 2023
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection Songyang Gao Shihan Dou Qi Zhang Xuanjing Huang Jin Ma Yingchun Shan AAML 63 3 0 27 Jun 2023
VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations Hoang-Quoc Nguyen-Son Seira Hidano Kazuhide Fukushima S. Kiyomoto Isao Echizen 62 0 0 02 Jun 2023
Query-Efficient Black-Box Red Teaming via Bayesian Optimization Deokjae Lee JunYeong Lee Jung-Woo Ha Jin-Hwa Kim Sang-Woo Lee Hwaran Lee Hyun Oh Song AAML 91 25 0 27 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 303 633 0 03 May 2023
Verifying the Robustness of Automatic Credibility Assessment Piotr Przybyła A. Shvets Horacio Saggion DeLMO AAML 81 7 0 14 Mar 2023

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