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"

17 / 17 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 78 0 0 24 Apr 2025
CERT-ED: Certifiably Robust Text Classification for Edit Distance Zhuoqun Huang Yipeng Wang Seunghee Shin Benjamin I. P. Rubinstein AAML 56 1 0 01 Aug 2024
PIXAR: Auto-Regressive Language Modeling in Pixel Space Yintao Tai Xiyang Liao Alessandro Suglia Antonio Vergari MLLM 26 7 0 06 Jan 2024
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework Yangyi Chen Hongcheng Gao Yuchen Zhang Lifan Yuan Dehan Kong ... Longtao Huang H. Xue Zhiyuan Liu Maosong Sun Heng Ji AAML ELM 35 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 38 9 0 29 May 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 41 33 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 37 8 0 18 Oct 2022
Layer or Representation Space: What makes BERT-based Evaluation Metrics Robust? Doan Nam Long Vu N. Moosavi Steffen Eger 36 9 0 06 Sep 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 38 46 0 14 Jul 2022
Adversarial Text Normalization Joanna Bitton Maya Pavlova Ivan Evtimov AAML 32 2 0 08 Jun 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger AAML ELM 30 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 174 86 0 06 Dec 2021
Reliability Testing for Natural Language Processing Systems Samson Tan Chenyu You K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 22 38 0 06 May 2021
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan Chenyu You Min-Yen Kan R. Socher 166 103 0 09 May 2020
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 258 916 0 21 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 304 6,996 0 20 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 205 713 0 17 Apr 2018