RAGへのポイズニング攻撃

FlashRT: Towards Computationally and Memory Efficient Red-Teaming for Prompt Injection and Knowledge Corruption

Authors: Yanting Wang, Chenlong Yin, Ying Chen, Jinyuan Jia | Published: 2026-04-30
LLM性能評価
RAGへのポイズニング攻撃
プロンプトリーキング

PRAG End-to-End Privacy-Preserving Retrieval-Augmented Generation

Authors: Zhijun Li, Minghui Xu, Huayi Qi, Wenxuan Yu, Tingchuang Zhang, Qiao Zhang, GuangYong Shang, Zhen Ma, Xiuzhen Cheng | Published: 2026-04-29
RAG
RAGへのポイズニング攻撃
プライバシー保護手法

Towards Agentic Investigation of Security Alerts

Authors: Even Eilertsen, Vasileios Mavroeidis, Gudmund Grov | Published: 2026-04-28
LLM性能評価
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

A Sociotechnical, Practitioner-Centered Approach to Technology Adoption in Cybersecurity Operations: An LLM Case

Authors: Francis Hahn, Mohd Mamoon, Alexandru G. Bardas, Michael Collins, Daniel Lende, Xinming Ou, S. Raj Rajagopalan | Published: 2026-04-23
LLM性能評価
RAGへのポイズニング攻撃
データ収集

RAVEN: Retrieval-Augmented Vulnerability Exploration Network for Memory Corruption Analysis in User Code and Binary Programs

Authors: Parteek Jamwal, Minghao Shao, Boyuan Chen, Achyuta Muthuvelan, Asini Subanya, Boubacar Ballo, Kashish Satija, Mariam Shafey, Mohamed Mahmoud, Moncif Dahaji Bouffi, Pasindu Wickramasinghe, Siyona Goel, Yaakulya Sabbani, Hakim Hacid, Mthandazo Ndhlovu, Eleanna Kafeza, Sanjay Rawat, Muhammad Shafique | Published: 2026-04-20
LLM性能評価
RAG
RAGへのポイズニング攻撃

Securing Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions

Authors: Yuming Xu, Mingtao Zhang, Zhuohan Ge, Haoyang Li, Nicole Hu, Jason Chen Zhang, Qing Li, Lei Chen | Published: 2026-04-09
RAG
RAGへのポイズニング攻撃
プライバシー管理

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

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

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

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