How do humans perceive adversarial text? A reality check on the validity
and naturalness of word-based adversarial attacks

How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks

24 May 2023

Salijona Dyrmishi

Papers citing "How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks"

16 / 16 papers shown

Title
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits Jabez Magomere Emanuele La Malfa Manuel Tonneau Ashkan Kazemi Scott A. Hale KELM 72 0 0 05 Mar 2025
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text Guangsheng Bao Lihua Rong Yanbin Zhao Qiji Zhou Yue Zhang 38 0 0 01 Mar 2025
Pay Attention to Real World Perturbations! Natural Robustness Evaluation in Machine Reading Comprehension Yulong Wu Viktor Schlegel R. Batista-Navarro AAML 38 0 0 23 Feb 2025
IDT: Dual-Task Adversarial Attacks for Privacy Protection Pedro Faustini Shakila Mahjabin Tonni Annabelle McIver Qiongkai Xu Mark Dras SILM AAML 52 0 0 28 Jun 2024
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data Thibault Simonetto Salah Ghamizi Maxime Cordy AAML OOD 41 2 0 02 Jun 2024
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors Liam Dugan Alyssa Hwang Filip Trhlik Josh Magnus Ludan Andrew Zhu Hainiu Xu Daphne Ippolito Christopher Callison-Burch DeLMO AAML 35 41 0 13 May 2024
Revisiting character-level adversarial attacks Elias Abad Rocamora Yongtao Wu Fanghui Liu Grigorios G. Chrysos V. Cevher AAML 36 3 0 07 May 2024
VertAttack: Taking advantage of Text Classifiers' horizontal vision Jonathan Rusert AAML 40 1 0 12 Apr 2024
Simpler becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora? Miriam Anschütz Edoardo Mosca Georg Groh 31 0 0 10 Apr 2024
Generating Valid and Natural Adversarial Examples with Large Language Models Zimu Wang Wei Wang Qi Chen Qiufeng Wang Anh Nguyen AAML 21 4 0 20 Nov 2023
Constrained Adaptive Attacks: Realistic Evaluation of Adversarial Examples and Robust Training of Deep Neural Networks for Tabular Data Thibault Simonetto Salah Ghamizi Antoine Desjardins Maxime Cordy Yves Le Traon OOD AAML 26 3 0 08 Nov 2023
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 35 4 0 05 Sep 2022
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer Fanchao Qi Yangyi Chen Xurui Zhang Mukai Li Zhiyuan Liu Maosong Sun AAML SILM 82 175 0 14 Oct 2021
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 183 291 0 03 Sep 2019
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 245 914 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 205 711 0 17 Apr 2018