Indirect Prompt Injection

The Obvious Invisible Threat: LLM-Powered GUI Agents’ Vulnerability to Fine-Print Injections

Authors: Chaoran Chen, Zhiping Zhang, Bingcan Guo, Shang Ma, Ibrahim Khalilov, Simret A Gebreegziabher, Yanfang Ye, Ziang Xiao, Yaxing Yao, Tianshi Li, Toby Jia-Jun Li | Published: 2025-04-15
Indirect Prompt Injection
Privacy Protection Mechanism
User Behavior Analysis
2025.04.15 2025.05.12
Literature Database

StruPhantom: Evolutionary Injection Attacks on Black-Box Tabular Agents Powered by Large Language Models

Authors: Yang Feng, Xudong Pan | Published: 2025-04-14
LLM Performance Evaluation
Indirect Prompt Injection
Malicious Website Detection
2025.04.14 2025.05.12
Literature Database

ControlNET: A Firewall for RAG-based LLM System

Authors: Hongwei Yao, Haoran Shi, Yidou Chen, Yixin Jiang, Cong Wang, Zhan Qin | Published: 2025-04-13 | Updated: 2025-04-17
Poisoning attack on RAG
Indirect Prompt Injection
Data Breach Risk
2025.04.13 2025.05.12
Literature Database

CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent

Authors: Liang-bo Ning, Shijie Wang, Wenqi Fan, Qing Li, Xin Xu, Hao Chen, Feiran Huang | Published: 2025-04-13 | Updated: 2025-04-24
Indirect Prompt Injection
Prompt Injection
Attacker Behavior Analysis
2025.04.13 2025.05.12
Literature Database

Separator Injection Attack: Uncovering Dialogue Biases in Large Language Models Caused by Role Separators

Authors: Xitao Li, Haijun Wang, Jiang Wu, Ting Liu | Published: 2025-04-08
Indirect Prompt Injection
Prompting Strategy
Model Performance Evaluation
2025.04.08 2025.05.12
Literature Database

Pr$εε$mpt: Sanitizing Sensitive Prompts for LLMs

Authors: Amrita Roy Chowdhury, David Glukhov, Divyam Anshumaan, Prasad Chalasani, Nicolas Papernot, Somesh Jha, Mihir Bellare | Published: 2025-04-07
RAG
Indirect Prompt Injection
Privacy Analysis
2025.04.07 2025.05.12
Literature Database

Les Dissonances: Cross-Tool Harvesting and Polluting in Multi-Tool Empowered LLM Agents

Authors: Zichuan Li, Jian Cui, Xiaojing Liao, Luyi Xing | Published: 2025-04-04 | Updated: 2025-04-28
Indirect Prompt Injection
Vulnerabilities of Tools
Attack Detection Method
2025.04.04 2025.05.12
Literature Database

Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems

Authors: Shiyi Yang, Zhibo Hu, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao | Published: 2025-03-31
LLM Security
Indirect Prompt Injection
Model DoS
2025.03.31 2025.05.12
Literature Database

Detecting Functional Bugs in Smart Contracts through LLM-Powered and Bug-Oriented Composite Analysis

Authors: Binbin Zhao, Xingshuang Lin, Yuan Tian, Saman Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji | Published: 2025-03-31
Indirect Prompt Injection
Smart Contract Audit
Prompt Injection
2025.03.31 2025.05.12
Literature Database

Defeating Prompt Injections by Design

Authors: Edoardo Debenedetti, Ilia Shumailov, Tianqi Fan, Jamie Hayes, Nicholas Carlini, Daniel Fabian, Christoph Kern, Chongyang Shi, Andreas Terzis, Florian Tramèr | Published: 2025-03-24
Indirect Prompt Injection
Prompt Injection
2025.03.24 2025.05.12
Literature Database
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