Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

11 April 2022

Hongcheng Gao

Zhiyuan Liu

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Papers citing "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm"

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Title
PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning Tingchen Fu Mrinank Sharma Philip Torr Shay B. Cohen David M. Krueger Fazl Barez AAML 131 8 0 11 Oct 2024
Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models Qingcheng Zeng Mingyu Jin Qinkai Yu Zhenting Wang Wenyue Hua ... Felix Juefei Xu Kaize Ding Fan Yang Ruixiang Tang Yongfeng Zhang AAML 99 11 0 15 Jul 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He Erfan Shayegani PILM 141 31 0 19 Mar 2024
Universal Prompt Optimizer for Safe Text-to-Image Generation Zongyu Wu Hongcheng Gao Yueze Wang Xiang Zhang Suhang Wang EGVM 82 11 0 16 Feb 2024
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning Shuai Zhao Meihuizi Jia Anh Tuan Luu Fengjun Pan Jinming Wen AAML 117 48 0 11 Jan 2024
Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix) Cansu Koyuturk Mona Yavari Emily Theophilou Sathya Bursic Gregor Donabauer ... Raffaele Boiano A. Gabbiadini Davinia Hernández Leo Martin Ruskov D. Ognibene 68 18 0 18 Jun 2023
NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models Kai Mei Zheng Li Zhenting Wang Yang Zhang Shiqing Ma AAML SILM 89 51 0 28 May 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework Zifeng Wang Zizhao Zhang Jacob Devlin Chen-Yu Lee Guolong Su Hao Zhang Jennifer Dy Vincent Perot Tomas Pfister 66 8 0 14 Nov 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 66 56 0 19 Oct 2022
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks Ganqu Cui Lifan Yuan Bingxiang He Yangyi Chen Zhiyuan Liu Maosong Sun AAML ELM SILM 95 73 0 17 Jun 2022