Bad Characters: Imperceptible NLP Attacks

18 June 2021

Papers citing "Bad Characters: Imperceptible NLP Attacks"

50 / 68 papers shown

Title
Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning Syed Mhamudul Hasan Hussein Zangoti Iraklis Anagnostopoulos Abdur R. Shahid AAML 29 0 0 09 May 2025
A Comprehensive Analysis of Adversarial Attacks against Spam Filters Esra Hotoğlu Sevil Sen Burcu Can AAML 29 0 0 04 May 2025
Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks Xiaomei Zhang Zhaoxi Zhang Yanjun Zhang Xufei Zheng L. Zhang Shengshan Hu Shirui Pan AAML 27 0 0 08 Apr 2025
A Grey-box Text Attack Framework using Explainable AI Esther Chiramal Kelvin Soh Boon Kai AAML SILM 57 0 0 11 Mar 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 50 1 0 21 Jan 2025
The Best Defense is a Good Offense: Countering LLM-Powered Cyberattacks Daniel Ayzenshteyn Roy Weiss Yisroel Mirsky AAML 31 0 0 20 Oct 2024
Golyadkin's Torment: Doppelgängers and Adversarial Vulnerability George I. Kamberov AAML 29 0 0 17 Oct 2024
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach Jiwei Guan Tianyu Ding Longbing Cao Lei Pan Chen Wang Xi Zheng AAML 33 1 0 24 Aug 2024
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification Boyang Zhang Yicong Tan Yun Shen Ahmed Salem Michael Backes Savvas Zannettou Yang Zhang LLMAG AAML 44 14 0 30 Jul 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 65 2 0 19 Jul 2024
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection Yekai Li Rufan Zhang Wenxin Rong Xianghang Mi 39 2 0 15 Apr 2024
The Impact of Uniform Inputs on Activation Sparsity and Energy-Latency Attacks in Computer Vision Andreas Müller Erwin Quiring AAML 34 1 0 27 Mar 2024
A Modified Word Saliency-Based Adversarial Attack on Text Classification Models Hetvi Waghela Sneha Rakshit Jaydip Sen AAML 23 7 0 17 Mar 2024
Architectural Neural Backdoors from First Principles Harry Langford Ilia Shumailov Yiren Zhao Robert D. Mullins Nicolas Papernot AAML 38 2 0 10 Feb 2024
Comprehensive Assessment of Jailbreak Attacks Against LLMs Junjie Chu Yugeng Liu Ziqing Yang Xinyue Shen Michael Backes Yang Zhang AAML 37 66 0 08 Feb 2024
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers Oryan Yehezkel Alon Zolfi Amit Baras Yuval Elovici A. Shabtai AAML 32 0 0 04 Feb 2024
Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models Jiawei Zhao Kejiang Chen Xianjian Yuan Yuang Qi Weiming Zhang Neng H. Yu 59 8 0 15 Dec 2023
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 63 3 0 20 Nov 2023
BERT Lost Patience Won't Be Robust to Adversarial Slowdown Zachary Coalson Gabriel Ritter Rakesh Bobba Sanghyun Hong AAML 24 1 0 29 Oct 2023
Invisible Threats: Backdoor Attack in OCR Systems Mauro Conti Nicola Farronato Stefanos Koffas Luca Pajola S. Picek 32 1 0 12 Oct 2023
Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations Zeming Wei Yifei Wang Ang Li Yichuan Mo Yisen Wang 45 236 0 10 Oct 2023
Enhancing Robust Representation in Adversarial Training: Alignment and Exclusion Criteria Nuoyan Zhou Nannan Wang Decheng Liu Dawei Zhou Xinbo Gao AAML 33 2 0 05 Oct 2023
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data Jingtan Wang Xinyang Lu Zitong Zhao Zhongxiang Dai Chuan-Sheng Foo See-Kiong Ng K. H. Low WaLM 57 14 0 01 Oct 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 38 45 0 22 Sep 2023
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models Xinyue Shen Z. Chen Michael Backes Yun Shen Yang Zhang SILM 40 245 0 07 Aug 2023
LLM Censorship: A Machine Learning Challenge or a Computer Security Problem? David Glukhov Ilia Shumailov Y. Gal Nicolas Papernot V. Papyan AAML ELM 26 57 0 20 Jul 2023
Efficient Parallel Output-Sensitive Edit Distance Xiangyun Ding Xiaojun Dong Yan Gu Youzhe Liu Yihan Sun 20 4 0 30 Jun 2023
When Vision Fails: Text Attacks Against ViT and OCR Nicholas Boucher Jenny Blessing Ilia Shumailov Ross J. Anderson Nicolas Papernot AAML 34 4 0 12 Jun 2023
Enhancing Robustness of AI Offensive Code Generators via Data Augmentation Cristina Improta Pietro Liguori R. Natella B. Cukic Domenico Cotroneo AAML 30 2 0 08 Jun 2023
Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations T. Krauß Alexandra Dmitrienko AAML 27 4 0 06 Jun 2023
Two-in-One: A Model Hijacking Attack Against Text Generation Models Waiman Si Michael Backes Yang Zhang A. Salem SILM 24 22 0 12 May 2023
Boosting Big Brother: Attacking Search Engines with Encodings Nicholas Boucher Luca Pajola Ilia Shumailov Ross J. Anderson Mauro Conti SILM 29 10 0 27 Apr 2023
RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching Models Seulki Park Daeho Um Hajung Yoon Sanghyuk Chun Sangdoo Yun Jin Young Choi 38 2 0 21 Apr 2023
RNN-Guard: Certified Robustness Against Multi-frame Attacks for Recurrent Neural Networks Yunruo Zhang Tianyu Du S. Ji Peng Tang Shanqing Guo AAML 31 2 0 17 Apr 2023
No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning Thorsten Eisenhofer Erwin Quiring Jonas Moller Doreen Riepel Thorsten Holz Konrad Rieck AAML 26 6 0 25 Mar 2023
Model-tuning Via Prompts Makes NLP Models Adversarially Robust Mrigank Raman Pratyush Maini J. Zico Kolter Zachary Chase Lipton Danish Pruthi AAML 35 17 0 13 Mar 2023
Learning the Legibility of Visual Text Perturbations D. Seth Rickard Stureborg Danish Pruthi Bhuwan Dhingra AAML 48 4 0 09 Mar 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 49 436 0 23 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 50 29 0 11 Feb 2023
Training-free Lexical Backdoor Attacks on Language Models Yujin Huang Terry Yue Zhuo Qiongkai Xu Han Hu Xingliang Yuan Chunyang Chen SILM 28 42 0 08 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 26 53 0 30 Jan 2023
Demystifying Privacy Policy of Third-Party Libraries in Mobile Apps Kaifa Zhao Xian Zhan Le Yu Shiyao Zhou Hao Zhou Xiapu Luo Haoyu Wang Yepang Liu 37 14 0 29 Jan 2023
A Watermark for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 20 460 0 24 Jan 2023
DDoD: Dual Denial of Decision Attacks on Human-AI Teams Benjamin Tag N. V. Berkel Sunny Verma Benjamin Zi Hao Zhao S. Berkovsky Dali Kaafar V. Kostakos O. Ohrimenko AAML 25 5 0 07 Dec 2022
On the Security Vulnerabilities of Text-to-SQL Models Xutan Peng Yipeng Zhang Jingfeng Yang Mark Stevenson SILM 23 10 0 28 Nov 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
ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks Eleanor Clifford Ilia Shumailov Yiren Zhao Ross J. Anderson Robert D. Mullins 23 12 0 30 Sep 2022
Talking Trojan: Analyzing an Industry-Wide Disclosure Nicholas Boucher Ross J. Anderson 24 3 0 22 Sep 2022
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis Lukas Struppek Dominik Hintersdorf Felix Friedrich Manuel Brack P. Schramowski Kristian Kersting 73 26 0 19 Sep 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 197 5 0 07 Sep 2022