Word-level Textual Adversarial Attacking as Combinatorial Optimization

27 October 2019

Qun Liu

Maosong Sun

AAML

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Papers citing "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

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Title
PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation Nathan Roll 55 0 0 27 Feb 2025
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification Guanyi Mou Yichuan Li Kyumin Lee 30 3 0 26 Sep 2024
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking Ruixiang Tang Qizhang Feng Ninghao Liu Fan Yang Xia Hu 26 36 0 20 Mar 2023
BeamAttack: Generating High-quality Textual Adversarial Examples through Beam Search and Mixed Semantic Spaces Hai Zhu Qingyang Zhao Yuren Wu AAML 13 4 0 09 Mar 2023
Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descend Ning Lu Shengcai Liu Zhirui Zhang Qi. Wang Haifeng Liu Ke Tang AAML 80 5 0 06 Feb 2023
ReCode: Robustness Evaluation of Code Generation Models Shiqi Wang Zheng Li Haifeng Qian Cheng Yang Zijian Wang ... Parminder Bhatia Ramesh Nallapati M. K. Ramanathan Dan Roth Bing Xiang 19 80 0 20 Dec 2022
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Ziqiang Cao Sujian Li Hua-Hong Wu HILM 19 10 0 01 Nov 2022
TCAB: A Large-Scale Text Classification Attack Benchmark Kalyani Asthana Zhouhang Xie Wencong You Adam Noack Jonathan Brophy Sameer Singh Daniel Lowd 33 3 0 21 Oct 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 32 9 0 17 Aug 2022
Towards Explainability in NLP: Analyzing and Calculating Word Saliency through Word Properties Jialiang Dong Zhitao Guan Longfei Wu Zijian Zhang Xiaojiang Du XAI AAML FAtt MILM 20 2 0 17 Jul 2022
Adversarial Robustness of Visual Dialog Lu Yu Verena Rieser AAML 28 0 0 06 Jul 2022
Robust Conversational Agents against Imperceptible Toxicity Triggers Ninareh Mehrabi Ahmad Beirami Fred Morstatter Aram Galstyan AAML 18 32 0 05 May 2022
SemAttack: Natural Textual Attacks via Different Semantic Spaces Boxin Wang Chejian Xu Xiangyu Liu Yuk-Kit Cheng Bo-wen Li SILM AAML 19 51 0 03 May 2022
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm Lei Xu Yangyi Chen Ganqu Cui Hongcheng Gao Zhiyuan Liu SILM VPVLM 22 71 0 11 Apr 2022
Block-Sparse Adversarial Attack to Fool Transformer-Based Text Classifiers Sahar Sadrizadeh Ljiljana Dolamic P. Frossard AAML 17 10 0 11 Mar 2022
Robust Textual Embedding against Word-level Adversarial Attacks Yichen Yang Xiaosen Wang Kun He AAML 14 16 0 28 Feb 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction Dongyang Li Taolin Zhang Nan Hu Chengyu Wang Xiaofeng He 25 25 0 27 Feb 2022
QuoteR: A Benchmark of Quote Recommendation for Writing Fanchao Qi Yanhui Yang Jing Yi Zhili Cheng Zhiyuan Liu Maosong Sun 18 14 0 26 Feb 2022
Threats to Pre-trained Language Models: Survey and Taxonomy Shangwei Guo Chunlong Xie Jiwei Li Lingjuan Lyu Tianwei Zhang PILM 27 29 0 14 Feb 2022
Evolutionary Action Selection for Gradient-based Policy Learning Yan Ma T. Liu Bingsheng Wei Yi Liu Kang Xu Wei Li 19 8 0 12 Jan 2022
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? Xinhsuai Dong Anh Tuan Luu Min-Bin Lin Shuicheng Yan Hanwang Zhang SILM AAML 20 55 0 22 Dec 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Boxin Wang Chejian Xu Shuohang Wang Zhe Gan Yu Cheng Jianfeng Gao Ahmed Hassan Awadallah B. Li VLM ELM AAML 22 214 0 04 Nov 2021
Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework Lifan Yuan Yichi Zhang Yangyi Chen Wei Wei AAML 19 32 0 28 Oct 2021
Generating Watermarked Adversarial Texts Mingjie Li Hanzhou Wu Xinpeng Zhang AAML WaLM 16 1 0 25 Oct 2021
Text Counterfactuals via Latent Optimization and Shapley-Guided Search Quintin Pope Xiaoli Z. Fern 9 19 0 22 Oct 2021
SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text Hoang-Quoc Nguyen-Son Seira Hidano Kazuhide Fukushima S. Kiyomoto AAML 9 0 0 12 Oct 2021
Don't Search for a Search Method -- Simple Heuristics Suffice for Adversarial Text Attacks Nathaniel Berger Stefan Riezler Artem Sokolov Sebastian Ebert AAML 17 5 0 16 Sep 2021
Detecting Textual Adversarial Examples through Randomized Substitution and Vote Xiaosen Wang Yifeng Xiong Kun He AAML 17 11 0 13 Sep 2021
TREATED:Towards Universal Defense against Textual Adversarial Attacks Bin Zhu Zhaoquan Gu Le Wang Zhihong Tian AAML 28 8 0 13 Sep 2021
A Strong Baseline for Query Efficient Attacks in a Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 24 30 0 10 Sep 2021
Multi-granularity Textual Adversarial Attack with Behavior Cloning Yangyi Chen Jingtong Su Wei Wei AAML 17 32 0 09 Sep 2021
Efficient Combinatorial Optimization for Word-level Adversarial Textual Attack Shengcai Liu Ning Lu Cheng Chen Ke Tang AAML 10 31 0 06 Sep 2021
Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation Bingqian Lin Yi Zhu Yanxin Long Xiaodan Liang QiXiang Ye Liang Lin AAML 39 16 0 23 Jul 2021
BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks Yannik Keller J. Mackensen Steffen Eger AAML 21 29 0 02 Jun 2021
Automatic Construction of Sememe Knowledge Bases via Dictionaries Fanchao Qi Yangyi Chen Fengyu Wang Zhiyuan Liu Xiao Chen Maosong Sun 14 6 0 26 May 2021
Certified Robustness to Text Adversarial Attacks by Randomized [MASK] Jiehang Zeng Xiaoqing Zheng Jianhan Xu Linyang Li Liping Yuan Xuanjing Huang AAML 15 66 0 08 May 2021
Towards Variable-Length Textual Adversarial Attacks Junliang Guo Zhirui Zhang Linlin Zhang Linli Xu Boxing Chen Enhong Chen Weihua Luo AAML 70 6 0 16 Apr 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Shafiq R. Joty AAML 29 35 0 17 Mar 2021
Adv-OLM: Generating Textual Adversaries via OLM Vijit Malik A. Bhat Ashutosh Modi 27 6 0 21 Jan 2021
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor Attacks Zhengyan Zhang Guangxuan Xiao Yongwei Li Tian Lv Fanchao Qi Zhiyuan Liu Yasheng Wang Xin Jiang Maosong Sun AAML 23 67 0 18 Jan 2021
CharBERT: Character-aware Pre-trained Language Model Wentao Ma Yiming Cui Chenglei Si Ting Liu Shijin Wang Guoping Hu 20 104 0 03 Nov 2020
Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples Jin Yong Yoo John X. Morris Eli Lifland Yanjun Qi AAML 17 53 0 09 Sep 2020
Adversarial Attacks and Defense on Texts: A Survey A. Huq Mst. Tasnim Pervin AAML 14 21 0 28 May 2020
Benchmarking Robustness of Machine Reading Comprehension Models Chenglei Si Ziqing Yang Yiming Cui Wentao Ma Ting Liu Shijin Wang ELM AAML 19 42 0 29 Apr 2020
Multi-channel Reverse Dictionary Model Lei Zhang Fanchao Qi Zhiyuan Liu Yasheng Wang Qun Liu Maosong Sun 19 45 0 18 Dec 2019
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets Fanchao Qi Li-Hsin Chang Maosong Sun Sicong Ouyang Zhiyuan Liu 8 19 0 04 Dec 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 196 711 0 17 Apr 2018