Prompt Injection

Robustness Over Time: Understanding Adversarial Examples’ Effectiveness on Longitudinal Versions of Large Language Models

Authors: Yugeng Liu, Tianshuo Cong, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang | Published: 2023-08-15 | Updated: 2024-05-06
Prompt Injection
Model Performance Evaluation
Robustness Evaluation
2023.08.15 2025.05.28
Literature Database

PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Authors: Gelei Deng, Yi Liu, Víctor Mayoral-Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tianwei Zhang, Yang Liu, Martin Pinzger, Stefan Rass | Published: 2023-08-13 | Updated: 2024-06-02
Prompt Injection
Penetration Testing Methods
Performance Evaluation
2023.08.13 2025.05.28
Literature Database

An Empirical Study on Using Large Language Models to Analyze Software Supply Chain Security Failures

Authors: Tanmay Singla, Dharun Anandayuvaraj, Kelechi G. Kalu, Taylor R. Schorlemmer, James C. Davis | Published: 2023-08-09
Cyber Attack
Prompt Injection
Model Performance Evaluation
2023.08.09 2025.05.28
Literature Database

“Do Anything Now”: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Authors: Xinyue Shen, Zeyuan Chen, Michael Backes, Yun Shen, Yang Zhang | Published: 2023-08-07 | Updated: 2024-05-15
LLM Security
Character Role Acting
Prompt Injection
2023.08.07 2025.05.28
Literature Database

Mondrian: Prompt Abstraction Attack Against Large Language Models for Cheaper API Pricing

Authors: Wai Man Si, Michael Backes, Yang Zhang | Published: 2023-08-07
Watermarking
Prompt Injection
Challenges of Generative Models
2023.08.07 2025.05.28
Literature Database

PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification

Authors: Hongwei Yao, Jian Lou, Kui Ren, Zhan Qin | Published: 2023-08-05 | Updated: 2023-11-28
Soft Prompt Optimization
Prompt Injection
Watermark Robustness
2023.08.05 2025.05.28
Literature Database

Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection

Authors: Jun Yan, Vikas Yadav, Shiyang Li, Lichang Chen, Zheng Tang, Hai Wang, Vijay Srinivasan, Xiang Ren, Hongxia Jin | Published: 2023-07-31 | Updated: 2024-04-03
LLM Security
System Prompt Generation
Prompt Injection
2023.07.31 2025.05.28
Literature Database

Universal and Transferable Adversarial Attacks on Aligned Language Models

Authors: Andy Zou, Zifan Wang, Nicholas Carlini, Milad Nasr, J. Zico Kolter, Matt Fredrikson | Published: 2023-07-27 | Updated: 2023-12-20
LLM Security
Prompt Injection
Inappropriate Content Generation
2023.07.27 2025.05.28
Literature Database

Backdoor Attacks for In-Context Learning with Language Models

Authors: Nikhil Kandpal, Matthew Jagielski, Florian Tramèr, Nicholas Carlini | Published: 2023-07-27
LLM Security
Backdoor Attack
Prompt Injection
2023.07.27 2025.05.28
Literature Database

Unveiling Security, Privacy, and Ethical Concerns of ChatGPT

Authors: Xiaodong Wu, Ran Duan, Jianbing Ni | Published: 2023-07-26
LLM Security
Prompt Injection
Inappropriate Content Generation
2023.07.26 2025.05.28
Literature Database
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