Philipp Zimmermann
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Paper Library

Collection of AI Security research papers

Showing 1160 papers total

October 16 - October 22, 2023

2 papers

Formalizing and Benchmarking Prompt Injection Attacks and Defenses

Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong
2023-10-19
red teaming
2310.12815v5

Formalizing and Benchmarking Prompt Injection Attacks and Defenses

Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong
2023-10-19
red teaming
2310.12815v4

August 14 - August 20, 2023

1 paper

Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection

Zekun Li, Baolin Peng, Pengcheng He, Xifeng Yan
2023-08-17
red teaming
2308.10819v3

July 31 - August 06, 2023

2 papers

PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification

Hongwei Yao, Jian Lou, Kui Ren, Zhan Qin
2023-08-05
2308.02816v2

From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application?

Rodrigo Pedro, Daniel Castro, Paulo Carreira, Nuno Santos
2023-08-03
red teaming
2308.01990v4

June 05 - June 11, 2023

1 paper

Prompt Injection attack against LLM-integrated Applications

Yi Liu, Gelei Deng, Yuekang Li, Kailong Wang, Zihao Wang, Xiaofeng Wang, Tianwei Zhang, Yepang Liu, Haoyu Wang, Yan Zheng, Yang Liu
2023-06-08
red teaming
2306.05499v2

February 20 - February 26, 2023

1 paper

Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection

Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz
2023-02-23
red teaming
2302.12173v2

May 30 - June 05, 2022

1 paper

Prompt Injection: Parameterization of Fixed Inputs

Eunbi Choi, Yongrae Jo, Joel Jang, Minjoon Seo
2022-05-31
2206.11349v2