TextBugger: Generating Adversarial Text Against Real-world Applications

13 December 2018

Papers citing "TextBugger: Generating Adversarial Text Against Real-world Applications"

50 / 382 papers shown

Title
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack Yu Cao Dianqi Li Meng Fang Dinesh Manocha Jun Gao Yibing Zhan Dacheng Tao AAML 26 15 0 27 Oct 2022
Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness Jiahao Zhao Wenji Mao DRL OOD 32 3 0 26 Oct 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 30 32 0 24 Oct 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation Fan Yin Yao Li Cho-Jui Hsieh Kai-Wei Chang AAML 69 4 0 22 Oct 2022
TCAB: A Large-Scale Text Classification Attack Benchmark Kalyani Asthana Zhouhang Xie Wencong You Adam Noack Jonathan Brophy Sameer Singh Daniel Lowd 39 3 0 21 Oct 2022
An Empirical Analysis of SMS Scam Detection Systems Muhammad Salman Muhammad Ikram M. Kâafar 46 8 0 19 Oct 2022
Probabilistic Inverse Modeling: An Application in Hydrology Somya Sharma Rahul Ghosh Arvind Renganathan Xiang Li Snigdhansu Chatterjee John L. Nieber C. Duffy Vipin Kumar AI4CE 30 1 0 12 Oct 2022
LLMEffiChecker: Understanding and Testing Efficiency Degradation of Large Language Models Simin Chen Cong Liu Mirazul Haque Wei Yang 34 21 0 07 Oct 2022
BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Heng Yang Ke Li 51 5 0 06 Oct 2022
PromptAttack: Prompt-based Attack for Language Models via Gradient Search Yundi Shi Piji Li Changchun Yin Zhaoyang Han Zhe Liu Zhe Liu AAML SILM 32 19 0 05 Sep 2022
Semantic Preserving Adversarial Attack Generation with Autoencoder and Genetic Algorithm Xinyi Wang S. Y. Enoch Dan Dongseong Kim AAML 24 2 0 25 Aug 2022
Catch Me If You Can: Deceiving Stance Detection and Geotagging Models to Protect Privacy of Individuals on Twitter Dilara Doğan Bahadir Altun Muhammed Said Zengin Mucahid Kutlu Tamer Elsayed 23 2 0 23 Jul 2022
Rethinking Textual Adversarial Defense for Pre-trained Language Models Jiayi Wang Rongzhou Bao Zhuosheng Zhang Hai Zhao AAML SILM 28 11 0 21 Jul 2022
Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang AAML 12 25 0 19 Jul 2022
A Universal Adversarial Policy for Text Classifiers Gallil Maimon Lior Rokach AAML 11 10 0 19 Jun 2022
Improving the Adversarial Robustness of NLP Models by Information Bottleneck Ce Zhang Xiang Zhou Yixin Wan Xiaoqing Zheng Kai-Wei Chang Cho-Jui Hsieh 21 25 0 11 Jun 2022
Kallima: A Clean-label Framework for Textual Backdoor Attacks Xiaoyi Chen Yinpeng Dong Zeyu Sun Shengfang Zhai Qingni Shen Zhonghai Wu AAML 11 30 0 03 Jun 2022
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models Akshita Jha Chandan K. Reddy SILM ELM AAML 30 59 0 31 May 2022
Securing AI-based Healthcare Systems using Blockchain Technology: A State-of-the-Art Systematic Literature Review and Future Research Directions Rucha Shinde S. Patil K. Kotecha V. Potdar Ganeshsree Selvachandran Ajith Abraham 26 32 0 30 May 2022
Learning to Ignore Adversarial Attacks Yiming Zhang Yan Zhou Samuel Carton Chenhao Tan 54 2 0 23 May 2022
Phrase-level Textual Adversarial Attack with Label Preservation Yibin Lei Yu Cao Dianqi Li Dinesh Manocha Meng Fang Mykola Pechenizkiy AAML 50 24 0 22 May 2022
AEON: A Method for Automatic Evaluation of NLP Test Cases Jen-tse Huang Jianping Zhang Wenxuan Wang Pinjia He Yuxin Su Michael R. Lyu 40 23 0 13 May 2022
Sibylvariant Transformations for Robust Text Classification Fabrice Harel-Canada Muhammad Ali Gulzar Nanyun Peng Miryung Kim AAML VLM 11 4 0 10 May 2022
A Simple Yet Efficient Method for Adversarial Word-Substitute Attack Tianle Li Yi Yang AAML 24 0 0 07 May 2022
Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks Jonathan Rusert P. Srinivasan AAML 19 3 0 03 May 2022
SemAttack: Natural Textual Attacks via Different Semantic Spaces Wei Ping Chejian Xu Xiangyu Liu Yuk-Kit Cheng Bo-wen Li SILM AAML 21 52 0 03 May 2022
BERTops: Studying BERT Representations under a Topological Lens Jatin Chauhan Manohar Kaul 24 3 0 02 May 2022
DDDM: a Brain-Inspired Framework for Robust Classification Xiyuan Chen Xingyu Li Yi Zhou Tianming Yang AAML DiffM 40 7 0 01 May 2022
Improving robustness of language models from a geometry-aware perspective Bin Zhu Zhaoquan Gu Le Wang Jinyin Chen Qi Xuan AAML 21 9 0 28 Apr 2022
Residue-Based Natural Language Adversarial Attack Detection Vyas Raina Mark Gales AAML 35 11 0 17 Apr 2022
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm Lei Xu Yangyi Chen Ganqu Cui Hongcheng Gao Zhiyuan Liu SILM VPVLM 27 71 0 11 Apr 2022
Clues in Tweets: Twitter-Guided Discovery and Analysis of SMS Spam Siyuan Tang Xianghang Mi Ying Li Xiaofeng Wang Kai Chen 11 28 0 04 Apr 2022
Can NMT Understand Me? Towards Perturbation-based Evaluation of NMT Models for Code Generation Pietro Liguori Cristina Improta S. D. Vivo R. Natella B. Cukic Domenico Cotroneo AAML 41 4 0 29 Mar 2022
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation Hanjie Chen Yangfeng Ji OOD AAML VLM 32 21 0 23 Mar 2022
A Girl Has A Name, And It's ... Adversarial Authorship Attribution for Deobfuscation Wanyue Zhai Jonathan Rusert Zubair Shafiq P. Srinivasan 14 5 0 22 Mar 2022
On The Robustness of Offensive Language Classifiers Jonathan Rusert Zubair Shafiq P. Srinivasan AAML 21 12 0 21 Mar 2022
On Robust Prefix-Tuning for Text Classification Zonghan Yang Yang Liu VLM 26 20 0 19 Mar 2022
Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense Thai Le Jooyoung Lee Kevin Yen Yifan Hu Dongwon Lee AAML 19 17 0 19 Mar 2022
Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model Jiayi Wang Rongzhou Bao Zhuosheng Zhang Hai Zhao AAML 29 4 0 19 Mar 2022
A Survey of Adversarial Defences and Robustness in NLP Shreyansh Goyal Sumanth Doddapaneni Mitesh M.Khapra B. Ravindran AAML 34 30 0 12 Mar 2022
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models Jun Yuan Jesse Vig Nazneen Rajani 22 13 0 08 Mar 2022
MaMaDroid2.0 -- The Holes of Control Flow Graphs Harel Berger Chen Hajaj Enrico Mariconti A. Dvir 36 4 0 28 Feb 2022
Robust Textual Embedding against Word-level Adversarial Attacks Yichen Yang Xiaosen Wang Kun He AAML 22 16 0 28 Feb 2022
Data-Driven Mitigation of Adversarial Text Perturbation Rasika Bhalerao Mohammad Al-Rubaie Anand Bhaskar Igor L. Markov 24 8 0 19 Feb 2022
RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation Zhen Li Guenevere Chen Chen Chen Chen Yayi Zou Shouhuai Xu AAML AI4TS 24 44 0 12 Feb 2022
Using Random Perturbations to Mitigate Adversarial Attacks on Sentiment Analysis Models Abigail Swenor Jugal Kalita AAML 13 12 0 11 Feb 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 32 16 0 07 Feb 2022
Identifying Adversarial Attacks on Text Classifiers Zhouhang Xie Jonathan Brophy Adam Noack Wencong You Kalyani Asthana Carter Perkins Sabrina Reis Sameer Singh Daniel Lowd AAML 29 9 0 21 Jan 2022
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Zhen Yu Xiaosen Wang Wanxiang Che Kun He AAML 27 14 0 20 Jan 2022
Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations Chris Emmery Ákos Kádár Grzegorz Chrupała Walter Daelemans 22 5 0 17 Jan 2022