Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers

13 January 2018

Papers citing "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers"

50 / 360 papers shown

Title
Verifying the Robustness of Automatic Credibility Assessment Piotr Przybyła A. Shvets Horacio Saggion DeLMO AAML 30 6 0 14 Mar 2023
Evaluating the Robustness of Conversational Recommender Systems by Adversarial Examples Ali Montazeralghaem James Allan AAML SILM 29 0 0 09 Mar 2023
Greener yet Powerful: Taming Large Code Generation Models with Quantization Xiaokai Wei Sujan Kumar Gonugondla W. Ahmad Shiqi Wang Baishakhi Ray ... Ben Athiwaratkun Mingyue Shang M. K. Ramanathan Parminder Bhatia Bing Xiang MQ 30 6 0 09 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
CitySpec with Shield: A Secure Intelligent Assistant for Requirement Formalization Zirong Chen Issa Li Haoxiang Zhang S. Preum John A. Stankovic Meiyi Ma AI4TS 13 4 0 19 Feb 2023
RETVec: Resilient and Efficient Text Vectorizer Elie Bursztein Marina Zhang Owen Vallis Xinyu Jia Alexey Kurakin VLM 32 4 0 18 Feb 2023
AI Security Threats against Pervasive Robotic Systems: A Course for Next Generation Cybersecurity Workforce Sudip Mittal Jingdao Chen SILM 28 1 0 15 Feb 2023
TextDefense: Adversarial Text Detection based on Word Importance Entropy Lujia Shen Xuhong Zhang S. Ji Yuwen Pu Chunpeng Ge Xing Yang Yanghe Feng AAML 20 8 0 12 Feb 2023
MTTM: Metamorphic Testing for Textual Content Moderation Software Wenxuan Wang Jen-tse Huang Weibin Wu Jianping Zhang Yizhan Huang Shuqing Li Pinjia He Michael Lyu 58 29 0 11 Feb 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 Jiaheng Zhang AAML 88 6 0 06 Feb 2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex Terry Yue Zhuo Zhuang Li Yujin Huang Fatemeh Shiri Weiqing Wang Gholamreza Haffari Yuan-Fang Li AAML 34 54 0 30 Jan 2023
CRYPTEXT: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild Thai Le Ye Yiran Yifan Hu Dongwon Lee 22 3 0 16 Jan 2023
A Mutation-based Text Generation for Adversarial Machine Learning Applications Jesus Guerrero G. Liang I. Alsmadi DeLMO MedIm 33 1 0 21 Dec 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 30 30 0 20 Dec 2022
Towards Efficient and Domain-Agnostic Evasion Attack with High-dimensional Categorical Inputs Hongyan Bao Yufei Han Yujun Zhou Xin Gao Xiangliang Zhang AAML 40 3 0 13 Dec 2022
Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification Ruixuan Tang Hanjie Chen Yangfeng Ji AAML FAtt 32 2 0 10 Dec 2022
Generating Textual Adversaries with Minimal Perturbation Xingyi Zhao Lu Zhang Depeng Xu Shuhan Yuan DeLMO AAML 12 2 0 12 Nov 2022
Accelerating Adversarial Perturbation by 50% with Semi-backward Propagation Zhiqi Bu AAML 27 0 0 09 Nov 2022
Preserving Semantics in Textual Adversarial Attacks David Herel Hugo Cisneros Tomáš Mikolov AAML 40 6 0 08 Nov 2022
Are AlphaZero-like Agents Robust to Adversarial Perturbations? Li-Cheng Lan Huan Zhang Ti-Rong Wu Meng-Yu Tsai I-Chen Wu Cho-Jui Hsieh AAML 24 10 0 07 Nov 2022
Robust Lottery Tickets for Pre-trained Language Models Rui Zheng Rong Bao Yuhao Zhou Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang Xuanjing Huang AAML 30 13 0 06 Nov 2022
Textual Manifold-based Defense Against Natural Language Adversarial Examples D. M. Nguyen Anh Tuan Luu AAML 24 17 0 05 Nov 2022
Data-free Defense of Black Box Models Against Adversarial Attacks Gaurav Kumar Nayak Inder Khatri Ruchit Rawal Anirban Chakraborty AAML 33 1 0 03 Nov 2022
Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution Aiwei Liu Honghai Yu Xuming Hu Shuang Li Li Lin Fukun Ma Yawen Yang Lijie Wen 36 33 0 31 Oct 2022
Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness Jiahao Zhao Wenji Mao DRL OOD 27 3 0 26 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
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP Yangyi Chen Hongcheng Gao Ganqu Cui Fanchao Qi Longtao Huang Zhiyuan Liu Maosong Sun SILM 25 45 0 19 Oct 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 32 41 0 19 Oct 2022
An Empirical Analysis of SMS Scam Detection Systems Muhammad Salman Muhammad Ikram M. Kâafar 46 8 0 19 Oct 2022
Towards Generating Adversarial Examples on Mixed-type Data Han Xu Menghai Pan Zhimeng Jiang Huiyuan Chen Xiaoting Li Mahashweta Das Hao Yang AAML SILM 18 0 0 17 Oct 2022
Probabilistic Categorical Adversarial Attack & Adversarial Training Han Xu Penghei He J. Ren Yuxuan Wan Zitao Liu Hui Liu Jiliang Tang AAML SILM 33 0 0 17 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 50 107 0 13 Oct 2022
Are Synonym Substitution Attacks Really Synonym Substitution Attacks? Cheng-Han Chiang Hunghuei Lee AAML 33 5 0 06 Oct 2022
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis Lukas Struppek Dominik Hintersdorf Felix Friedrich Manuel Brack P. Schramowski Kristian Kersting 76 26 0 19 Sep 2022
Rethinking Textual Adversarial Defense for Pre-trained Language Models Jiayi Wang Rongzhou Bao Zhuosheng Zhang Hai Zhao AAML SILM 23 11 0 21 Jul 2022
Physical Passive Patch Adversarial Attacks on Visual Odometry Systems Yaniv Nemcovsky Matan Yaakoby A. Bronstein Chaim Baskin AAML 11 7 0 11 Jul 2022
Dynamic Time Warping based Adversarial Framework for Time-Series Domain Taha Belkhouja Yan Yan J. Doppa AAML AI4TS 27 25 0 09 Jul 2022
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features Taha Belkhouja J. Doppa AAML AI4TS 25 11 0 09 Jul 2022
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis Taha Belkhouja Yan Yan J. Doppa OOD AI4TS 30 9 0 09 Jul 2022
Adversarial Robustness of Visual Dialog Lu Yu Verena Rieser AAML 28 0 0 06 Jul 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 19 25 0 11 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
Certified Robustness Against Natural Language Attacks by Causal Intervention Haiteng Zhao Chang Ma Xinshuai Dong A. Luu Zhi-Hong Deng Hanwang Zhang AAML 41 35 0 24 May 2022
Learning to Ignore Adversarial Attacks Yiming Zhang Yan Zhou Samuel Carton Chenhao Tan 54 2 0 23 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
Logically Consistent Adversarial Attacks for Soft Theorem Provers Alexander Gaskell Yishu Miao Lucia Specia Francesca Toni AAML 18 7 0 29 Apr 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 30 7 0 26 Apr 2022
"That Is a Suspicious Reaction!": Interpreting Logits Variation to Detect NLP Adversarial Attacks Edoardo Mosca Shreyash Agarwal Javier Rando Georg Groh AAML 32 30 0 10 Apr 2022