TaeBench: Improving Quality of Toxic Adversarial Examples

v1v2 (latest)

TaeBench: Improving Quality of Toxic Adversarial Examples

8 October 2024

Dmitriy Bespalov

ArXiv (abs)PDF HTML

Papers citing "TaeBench: Improving Quality of Toxic Adversarial Examples"

18 / 18 papers shown

Title
Towards Building a Robust Toxicity Predictor Dmitriy Bespalov Sourav S. Bhabesh Yi Xiang Liutong Zhou Yanjun Qi AAML 153 16 0 09 Apr 2024
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations Hakan Inan Kartikeya Upasani Jianfeng Chi Rashi Rungta Krithika Iyer ... Michael Tontchev Qing Hu Brian Fuller Davide Testuggine Madian Khabsa AI4MH 174 466 0 07 Dec 2023
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails Traian Rebedea R. Dinu Makesh Narsimhan Sreedhar Christopher Parisien Jonathan Cohen KELM 111 152 0 16 Oct 2023
Can BERT eat RuCoLA? Topological Data Analysis to Explain Irina Proskurina Irina Piontkovskaya Ekaterina Artemova 109 4 0 04 Apr 2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators Xingwei He Zheng-Wen Lin Yeyun Gong Alex Jin Hang Zhang Chen Lin Jian Jiao Siu-Ming Yiu Nan Duan Weizhu Chen 119 201 0 29 Mar 2023
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection Thomas Hartvigsen Saadia Gabriel Hamid Palangi Maarten Sap Dipankar Ray Ece Kamar 96 392 0 17 Mar 2022
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks Salijona Dyrmishi Salah Ghamizi Thibault Simonetto Yves Le Traon Maxime Cordy AAML 88 20 0 07 Feb 2022
Towards Improving Adversarial Training of NLP Models Jin Yong Yoo Yanjun Qi AAML 206 127 0 01 Sep 2021
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 186 114 0 25 Apr 2020
BAE: BERT-based Adversarial Examples for Text Classification Siddhant Garg Goutham Ramakrishnan AAML SILM 219 557 0 04 Apr 2020
TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li S. Ji Tianyu Du Bo Li Ting Wang SILM AAML 225 750 0 13 Dec 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 423 934 0 21 Apr 2018
Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples Minhao Cheng Jinfeng Yi Pin-Yu Chen Huan Zhang Cho-Jui Hsieh SILM AAML 118 245 0 03 Mar 2018
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Ji Gao Jack Lanchantin M. Soffa Yanjun Qi AAML 170 727 0 13 Jan 2018
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 246 1,610 0 23 Jul 2017
Automated Hate Speech Detection and the Problem of Offensive Language Thomas Davidson Dana Warmsley M. Macy Ingmar Weber 86 2,708 0 11 Mar 2017
Deceiving Google's Perspective API Built for Detecting Toxic Comments Hossein Hosseini Sreeram Kannan Baosen Zhang Radha Poovendran AAML 90 328 0 27 Feb 2017
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 462 19,189 0 20 Dec 2014