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From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks

12 October 2020

Papers citing "From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks"

28 / 28 papers shown

Title
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation Yulia Otmakhova Hung Thinh Truong Rahmad Mahendra Zenan Zhai Rongxin Zhu Daniel Beck Jey Han Lau ELM 159 0 0 24 Apr 2025
Pay Attention to Real World Perturbations! Natural Robustness Evaluation in Machine Reading Comprehension Yulong Wu Viktor Schlegel Riza Batista-Navarro AAML 76 0 0 23 Feb 2025
CERT-ED: Certifiably Robust Text Classification for Edit Distance Zhuoqun Huang Yipeng Wang Seunghee Shin Benjamin I. P. Rubinstein AAML 100 1 0 01 Aug 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models Yimeng Zhang Xin Chen Jinghan Jia Yihua Zhang Chongyu Fan Jiancheng Liu Mingyi Hong Ke Ding Sijia Liu DiffM 119 68 0 24 May 2024
Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations Sukmin Cho Soyeong Jeong Jeongyeon Seo Taeho Hwang Jong C. Park SILM AAML 109 33 0 22 Apr 2024
SemRoDe: Macro Adversarial Training to Learn Representations That are Robust to Word-Level Attacks Brian Formento Wenjie Feng Chuan-Sheng Foo Anh Tuan Luu See-Kiong Ng AAML 104 7 0 27 Mar 2024
ChatGPT Incorrectness Detection in Software Reviews M. Tanzil Junaed Younus Khan Gias Uddin 89 4 0 25 Mar 2024
Pairing Orthographically Variant Literary Words to Standard Equivalents Using Neural Edit Distance Models Craig Messner Tom Lippincott 50 2 0 26 Jan 2024
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition Yu Yu Chao-Han Huck Yang Tuan Dinh Sungho Ryu J. Kolehmainen ... Ankur Gandhe Ariya Rastrow Jia Xu I. Bulyko A. Stolcke 100 1 0 19 Jan 2024
PIXAR: Auto-Regressive Language Modeling in Pixel Space Yintao Tai Xiyang Liao Alessandro Suglia Antonio Vergari MLLM 74 9 0 06 Jan 2024
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks Aradhana Sinha Ananth Balashankar Ahmad Beirami Thi Avrahami Jilin Chen Alex Beutel AAML 83 4 0 25 Oct 2023
To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now Yimeng Zhang Jinghan Jia Xin Chen Aochuan Chen Yihua Zhang Jiancheng Liu Ke Ding Sijia Liu DiffM 177 101 0 18 Oct 2023
Evaluating the Robustness of Text-to-image Diffusion Models against Real-world Attacks Hongcheng Gao Hao Zhang Yinpeng Dong Zhijie Deng AAML 109 23 0 16 Jun 2023
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework Yangyi Chen Hongcheng Gao Ganqu Cui Lifan Yuan Dehan Kong ... Longtao Huang H. Xue Zhiyuan Liu Maosong Sun Heng Ji AAML ELM 101 6 0 29 May 2023
Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora Svanhvít Lilja Ingólfsdóttir Pétur Orri Ragnarsson H. Jónsson Haukur Barri Símonarson Vilhjálmur Þorsteinsson Vésteinn Snæbjarnarson SyDa 80 9 0 29 May 2023
Learning the Legibility of Visual Text Perturbations D. Seth Rickard Stureborg Danish Pruthi Bhuwan Dhingra AAML 73 7 0 09 Mar 2023
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 86 35 0 31 Oct 2022
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models Lan Jiang Hao Zhou Yankai Lin Peng Li Jie Zhou R. Jiang AAML 84 8 0 18 Oct 2022
Layer or Representation Space: What makes BERT-based Evaluation Metrics Robust? Doan Nam Long Vu N. Moosavi Steffen Eger 128 9 0 06 Sep 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 107 46 0 14 Jul 2022
Adversarial Text Normalization Joanna Bitton Maya Pavlova Ivan Evtimov AAML 49 2 0 08 Jun 2022
Exposing Fine-Grained Adversarial Vulnerability of Face Anti-Spoofing Models Songlin Yang Wei Wang Chenye Xu Ziwen He Bo Peng Jing Dong AAML CVBM 67 4 0 30 May 2022
The Risks of Machine Learning Systems Samson Tan Araz Taeihagh K. Baxter 39 5 0 21 Apr 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger AAML ELM 76 20 0 21 Mar 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 235 88 0 06 Dec 2021
BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks Yannik Keller J. Mackensen Steffen Eger AAML 117 31 0 02 Jun 2021
Reliability Testing for Natural Language Processing Systems Samson Tan Shafiq Joty K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 96 41 0 06 May 2021
Token-Modification Adversarial Attacks for Natural Language Processing: A Survey Tom Roth Yansong Gao A. Abuadbba Surya Nepal Wei Liu AAML 110 12 0 01 Mar 2021