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へのポイズニング攻撃
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
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
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
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
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
Towards Agentic Investigation of Security Alerts
Authors: Even Eilertsen, Vasileios Mavroeidis, Gudmund Grov | Published: 2026-04-28
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
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
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