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
RAGへのポイズニング攻撃
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
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
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
SoK: The Attack Surface of Agentic AI — Tools, and Autonomy
Authors: Ali Dehghantanha, Sajad Homayoun | Published: 2026-03-24
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