Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution

31 October 2022

Aiwei Liu

Lijie Wen

Papers citing "Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution"

26 / 26 papers shown

Title
Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation CheolWon Na YunSeok Choi Jee-Hyong Lee AAML 37 0 0 18 Apr 2025
CE-SDWV: Effective and Efficient Concept Erasure for Text-to-Image Diffusion Models via a Semantic-Driven Word Vocabulary Jiahang Tu Qian Feng Chufan Chen Jiahua Dong Hanbin Zhao Chao Zhang Hui Qian 72 2 0 28 Jan 2025
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Yang Wang Chenghua Lin ELM 37 0 0 05 Jan 2025
Adversarial Robustness through Dynamic Ensemble Learning Hetvi Waghela Jaydip Sen Sneha Rakshit AAML 85 0 0 20 Dec 2024
Rethinking the Intermediate Features in Adversarial Attacks: Misleading Robotic Models via Adversarial Distillation Ke Zhao Huayang Huang Miao Li Yu Wu AAML 71 0 0 21 Nov 2024
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation Saiful Islam Salim Rubin Yuchan Yang Alexander Cooper Suryashree Ray Saumya Debray Sazzadur Rahaman AAML 47 0 0 12 Oct 2024
DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising Zhenhao Li Huichi Zhou Marek Rei Lucia Specia DiffM 23 0 0 28 Jun 2024
Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens Xikang Yang Xuehai Tang Fuqing Zhu Jizhong Han Songlin Hu VLM AAML 36 1 0 19 Jun 2024
SoK: Leveraging Transformers for Malware Analysis Pradip Kunwar Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam Elisa Bertino 90 0 0 27 May 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 38 52 0 24 May 2024
Revisiting character-level adversarial attacks Elias Abad Rocamora Yongtao Wu Fanghui Liu Grigorios G. Chrysos V. Cevher AAML 31 3 0 07 May 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 34 78 0 25 Jan 2024
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction Shiao Meng Xuming Hu Aiwei Liu Shuang Li Fukun Ma Yawen Yang Lijie Wen 35 7 0 24 Oct 2023
CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability Minxuan Lv Chengwei Dai Kun Li Wei Zhou Song Hu AAML 32 6 0 22 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 22 82 0 18 Oct 2023
A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 37 55 0 10 Oct 2023
An Unforgeable Publicly Verifiable Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shuang Li Lijie Wen Irwin King Philip S. Yu WaLM 52 31 0 30 Jul 2023
Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data Xinzhe Li Ming Liu Shang Gao MU 27 8 0 02 Jul 2023
A Survey on Out-of-Distribution Evaluation of Neural NLP Models Xinzhe Li Ming Liu Shang Gao Wray L. Buntine 14 20 0 27 Jun 2023
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing Aiwei Liu Wei Liu Xuming Hu Shuang Li Fukun Ma Yawen Yang Lijie Wen 26 2 0 29 May 2023
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer Shuang Li Xuming Hu Aiwei Liu Yawen Yang Fukun Ma Philip S. Yu Lijie Wen 33 4 0 22 May 2023
Dynamic Transformers Provide a False Sense of Efficiency Yiming Chen Simin Chen Zexin Li Wei Yang Cong Liu R. Tan Haizhou Li AAML 33 9 0 20 May 2023
SneakyPrompt: Jailbreaking Text-to-image Generative Models Yuchen Yang Bo Hui Haolin Yuan Neil Gong Yinzhi Cao EGVM 33 74 0 20 May 2023
Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction Xuming Hu Zhaochen Hong Chenwei Zhang Irwin King Philip S. Yu 33 9 0 02 May 2023
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu Chenwei Zhang Yawen Yang Xiaohe Li Li Lin Lijie Wen Philip S. Yu 53 59 0 14 Sep 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 100 227 0 15 Apr 2021