A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models

2 January 2024

Papers citing "A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models"

9 / 9 papers shown

Title
Security Threats in Agentic AI System Raihan Khan Sayak Sarkar Sainik Kumar Mahata Edwin Jose 21 4 0 16 Oct 2024
System-Level Defense against Indirect Prompt Injection Attacks: An Information Flow Control Perspective Fangzhou Wu Ethan Cecchetti Chaowei Xiao 34 12 0 27 Sep 2024
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection M. Rahman Hossain Shahriar Fan Wu A. Cuzzocrea AAML 36 4 0 20 Sep 2024
Automatic and Universal Prompt Injection Attacks against Large Language Models Xiaogeng Liu Zhiyuan Yu Yizhe Zhang Ning Zhang Chaowei Xiao SILM AAML 33 33 0 07 Mar 2024
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems Fangzhou Wu Ning Zhang Somesh Jha P. McDaniel Chaowei Xiao 27 68 0 28 Feb 2024
WIPI: A New Web Threat for LLM-Driven Web Agents Fangzhou Wu Shutong Wu Yulong Cao Chaowei Xiao LLMAG 32 17 0 26 Feb 2024
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability Xing-ming Guo Fangxu Yu Huan Zhang Lianhui Qin Bin Hu AAML 112 69 0 13 Feb 2024
StruQ: Defending Against Prompt Injection with Structured Queries Sizhe Chen Julien Piet Chawin Sitawarin David A. Wagner SILM AAML 22 65 0 09 Feb 2024
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 245 1,071 0 05 Oct 2022