RAGへのポイズニング攻撃

Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation

Authors: Baolei Zhang, Haoran Xin, Yuxi Chen, Zhuqing Liu, Biao Yi, Tong Li, Lihai Nie, Zheli Liu, Minghong Fang | Published: 2025-09-17
RAGへのポイズニング攻撃
評価手法
責任帰属システム設計

AI Agentic Vulnerability Injection And Transformation with Optimized Reasoning

Authors: Amine Lbath, Massih-Reza Amini, Aurelien Delaitre, Vadim Okun | Published: 2025-08-28
RAGへのポイズニング攻撃
インダイレクトプロンプトインジェクション
脆弱性分析

Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning

Authors: Yanbo Dai, Zhenlan Ji, Zongjie Li, Kuan Li, Shuai Wang | Published: 2025-08-27
RAG
RAGへのポイズニング攻撃
プロンプトインジェクション

Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination

Authors: Kim Hammar, Tansu Alpcan, Emil C. Lupu | Published: 2025-08-07
RAGへのポイズニング攻撃
強化学習
性能評価手法

Fine-Grained Privacy Extraction from Retrieval-Augmented Generation Systems via Knowledge Asymmetry Exploitation

Authors: Yufei Chen, Yao Wang, Haibin Zhang, Tao Gu | Published: 2025-07-31
RAGへのポイズニング攻撃
プライバシー評価
透かし技術の堅牢性

PhishIntentionLLM: Uncovering Phishing Website Intentions through Multi-Agent Retrieval-Augmented Generation

Authors: Wenhao Li, Selvakumar Manickam, Yung-wey Chong, Shankar Karuppayah | Published: 2025-07-21
RAGへのポイズニング攻撃
フィッシング攻撃の意図
プロンプトリーキング

The Dark Side of LLMs Agent-based Attacks for Complete Computer Takeover

Authors: Matteo Lupinacci, Francesco Aurelio Pironti, Francesco Blefari, Francesco Romeo, Luigi Arena, Angelo Furfaro | Published: 2025-07-09
RAGへのポイズニング攻撃
インダイレクトプロンプトインジェクション
バックドアモデルの検知

The Hidden Threat in Plain Text: Attacking RAG Data Loaders

Authors: Alberto Castagnaro, Umberto Salviati, Mauro Conti, Luca Pajola, Simeone Pizzi | Published: 2025-07-07
RAGへのポイズニング攻撃
大規模言語モデル
敵対的攻撃

CyberRAG: An agentic RAG cyber attack classification and reporting tool

Authors: Francesco Blefari, Cristian Cosentino, Francesco Aurelio Pironti, Angelo Furfaro, Fabrizio Marozzo | Published: 2025-07-03
RAGへのポイズニング攻撃
脆弱性分析
解釈可能性

A Practical and Secure Byzantine Robust Aggregator

Authors: De Zhang Lee, Aashish Kolluri, Prateek Saxena, Ee-Chien Chang | Published: 2025-06-29 | Updated: 2025-07-02
RAGへのポイズニング攻撃
ポイズニング攻撃
ロバスト分類