RAGへのポイズニング攻撃

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing

Authors: Jiaren Peng, Zeqin Li, Chang You, Yan Wang, Hanlin Sun, Xuan Tian, Shuqiao Zhang, Junyi Liu, Jianguo Zhao, Renyang Liu, Haoran Ou, Yuqiang Sun, Jiancheng Zhang, Yutong Jiao, Kunshu Song, Chao Zhang, Fan Shi, Hongda Sun, Rui Yan, Cheng Huang | Published: 2026-04-07
RAG
RAGへのポイズニング攻撃
フレームワーク
2026.04.07
文献データベース

MA-IDS: Multi-Agent RAG Framework for IoT Network Intrusion Detection with an Experience Library

Authors: Md Shamimul Islam, Luis G. Jaimes, Ayesha S. Dina | Published: 2026-04-07
IoTセキュリティフレームワーク
RAG
RAGへのポイズニング攻撃
2026.04.07
文献データベース

SoK: The Attack Surface of Agentic AI — Tools, and Autonomy

Authors: Ali Dehghantanha, Sajad Homayoun | Published: 2026-03-24
RAG
RAGへのポイズニング攻撃
リスク管理
2026.03.24
文献データベース

Towards Secure Retrieval-Augmented Generation: A Comprehensive Review of Threats, Defenses and Benchmarks

Authors: Yanming Mu, Hao Hu, Feiyang Li, Qiao Yuan, Jiang Wu, Zichuan Liu, Pengcheng Liu, Mei Wang, Hongwei Zhou, Yuling Liu | Published: 2026-03-23
RAG
RAGへのポイズニング攻撃
データ毒性攻撃
2026.03.23
文献データベース

Network- and Device-Level Cyber Deception for Contested Environments Using RL and LLMs

Authors: Abhijeet Sahu, Shuva Paul, Rochard Macwan | Published: 2026-03-18
LLM性能評価
RAGへのポイズニング攻撃
評価手法
2026.03.18
文献データベース

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

Authors: Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang | Published: 2026-03-12
RAGへのポイズニング攻撃
データ毒性
毒性攻撃に特化した内容
2026.03.12
文献データベース

When Safety Becomes a Vulnerability: Exploiting LLM Alignment Homogeneity for Transferable Blocking in RAG

Authors: Junchen Li, Chao Qi, Rongzheng Wang, Qizhi Chen, Liang Xu, Di Liang, Bob Simons, Shuang Liang | Published: 2026-03-04
LLM性能評価
RAG
RAGへのポイズニング攻撃
2026.03.04
文献データベース

LLM-enabled Applications Require System-Level Threat Monitoring

Authors: Yedi Zhang, Haoyu Wang, Xianglin Yang, Jin Song Dong, Jun Sun | Published: 2026-02-23
RAGへのポイズニング攻撃
モデル抽出攻撃
監視手法
2026.02.23
文献データベース

Agentic AI as a Cybersecurity Attack Surface: Threats, Exploits, and Defenses in Runtime Supply Chains

Authors: Xiaochong Jiang, Shiqi Yang, Wenting Yang, Yichen Liu, Cheng Ji | Published: 2026-02-23
RAGへのポイズニング攻撃
データ毒性
脆弱性分析
2026.02.23
文献データベース

Differentially Private Retrieval-Augmented Generation

Authors: Tingting Tang, James Flemings, Yongqin Wang, Murali Annavaram | Published: 2026-02-16
RAG
RAGへのポイズニング攻撃
差分プライバシー
2026.02.16
文献データベース
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