Poisoning attack on RAG

An Approach for a Supporting Multi-LLM System for Automated Certification Based on the German IT-Grundschutz

Authors: Lea Roxanne Muth, Marian Margraf | Published: 2026-06-24
RAG
Poisoning attack on RAG
Resource Scarcity Issues

Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems

Authors: Balamurugan Palanisamy, G S S Chalapathi, Vikas Hassija, Rajkumar Buyya | Published: 2026-06-24
RAG
Poisoning attack on RAG
Data Privacy Assessment

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies

Authors: Ruixiao Lin, Xinhao Deng, Qingming Li, Jianan Ma, Yunhao Feng, Yuqi Qing, Zhenyuan Li, Yechao Zhang, Shiwen Cui, Changhua Meng, Tianwei Zhang, Xingjun Ma, Qi Li, Ke Xu, Shouling Ji | Published: 2026-06-22
Poisoning attack on RAG
データ流出に関する分析手法
Evolutionary Score Calculation

Game-Theoretic Multi-Agent Control for Robust Contextual Reasoning in LLMs

Authors: Saeid Jamshidi, Amin Nikanjam, Arghavan Moradi Dakhel, Kawser Wazed Nafi, Foutse Khomh | Published: 2026-06-09
Poisoning attack on RAG
コンテキスト管理
Prompt leaking

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 Performance Evaluation
Poisoning attack on RAG
Prompt leaking

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
Poisoning attack on RAG
Privacy Protection Method

Towards Agentic Investigation of Security Alerts

Authors: Even Eilertsen, Vasileios Mavroeidis, Gudmund Grov | Published: 2026-04-28
LLM Performance Evaluation
Poisoning attack on RAG
Indirect Prompt Injection

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 Performance Evaluation
Poisoning attack on RAG
Data Collection

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 Performance Evaluation
RAG
Poisoning attack on RAG

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
Poisoning attack on RAG
Privacy Management