Literature Database

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 2025.05.27
Literature Database

Exploring Backdoor Attack and Defense for LLM-empowered Recommendations

Authors: Liangbo Ning, Wenqi Fan, Qing Li | Published: 2025-04-15
LLM Performance Evaluation
Poisoning attack on RAG
Adversarial Attack Analysis
2025.04.15 2025.05.27
Literature Database

Bypassing Prompt Injection and Jailbreak Detection in LLM Guardrails

Authors: William Hackett, Lewis Birch, Stefan Trawicki, Neeraj Suri, Peter Garraghan | Published: 2025-04-15 | Updated: 2025-04-16
LLM Performance Evaluation
Prompt Injection
Adversarial Attack Analysis
2025.04.15 2025.05.27
Literature Database

Benchmarking Practices in LLM-driven Offensive Security: Testbeds, Metrics, and Experiment Design

Authors: Andreas Happe, Jürgen Cito | Published: 2025-04-14
Testbed
Prompt validation
Progress Tracking
2025.04.14 2025.05.27
Literature Database

Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?

Authors: Yanbo Wang, Jiyang Guan, Jian Liang, Ran He | Published: 2025-04-14
Prompt Injection
Bias in Training Data
Safety Alignment
2025.04.14 2025.05.27
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 2025.05.27
Literature Database

An Investigation of Large Language Models and Their Vulnerabilities in Spam Detection

Authors: Qiyao Tang, Xiangyang Li | Published: 2025-04-14
LLM Performance Evaluation
Prompt Injection
Model DoS
2025.04.14 2025.05.27
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 2025.05.27
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 2025.05.27
Literature Database

On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction

Authors: Jinfeng Zhuang, Yinrui Li, Runze Su, Ke Xu, Zhixuan Shao, Kungang Li, Ling Leng, Han Sun, Meng Qi, Yixiong Meng, Yang Tang, Zhifang Liu, Qifei Shen, Aayush Mudgal, Caleb Lu, Jie Liu, Hongda Shen | Published: 2025-04-10 | Updated: 2025-04-23
User Experience Evaluation
Improvement of Learning
Machine Learning Application
2025.04.10 2025.05.27
Literature Database
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