Poisoning attack on RAG

BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts

Authors: Qingyue Wang, Qi Pang, Xixun Lin, Shuai Wang, Daoyuan Wu | Published: 2025-04-24 | Updated: 2025-04-29
Poisoning attack on RAG
Backdoor Attack Techniques
Attack Method
2025.04.24 2025.05.27
Literature Database

Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection

Authors: Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen, Xiaoguang Mao | Published: 2025-04-23
Poisoning attack on RAG
Indirect Prompt Injection
Security of Code Generation
2025.04.23 2025.05.27
Literature Database

The Digital Cybersecurity Expert: How Far Have We Come?

Authors: Dawei Wang, Geng Zhou, Xianglong Li, Yu Bai, Li Chen, Ting Qin, Jian Sun, Dan Li | Published: 2025-04-16
LLM Performance Evaluation
Poisoning attack on RAG
Prompt Injection
2025.04.16 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

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

PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization

Authors: Yang Jiao, Xiaodong Wang, Kai Yang | Published: 2025-04-10 | Updated: 2025-04-17
LLM Performance Evaluation
Poisoning attack on RAG
Adversarial Attack Assessment
2025.04.10 2025.05.27
Literature Database

Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack

Authors: Cheng Wang, Yiwei Wang, Yujun Cai, Bryan Hooi | Published: 2025-03-27
RAG
Poisoning attack on RAG
Vulnerability of Adversarial Examples
2025.03.27 2025.05.27
Literature Database

Bugdar: AI-Augmented Secure Code Review for GitHub Pull Requests

Authors: John Naulty, Eason Chen, Joy Wang, George Digkas, Kostas Chalkias | Published: 2025-03-21
Poisoning attack on RAG
System Development
Vulnerability Analysis
2025.03.21 2025.05.27
Literature Database

DroidTTP: Mapping Android Applications with TTP for Cyber Threat Intelligence

Authors: Dincy R Arikkat, Vinod P., Rafidha Rehiman K. A., Serena Nicolazzo, Marco Arazzi, Antonino Nocera, Mauro Conti | Published: 2025-03-20
Poisoning attack on RAG
Performance Evaluation Method
Feature Extraction Method
2025.03.20 2025.05.27
Literature Database

SOSecure: Safer Code Generation with RAG and StackOverflow Discussions

Authors: Manisha Mukherjee, Vincent J. Hellendoorn | Published: 2025-03-17
RAG
Poisoning attack on RAG
Vulnerability detection
2025.03.17 2025.05.27
Literature Database
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