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
RAG
Differentially Private Retrieval-Augmented Generation
Authors: Tingting Tang, James Flemings, Yongqin Wang, Murali Annavaram | Published: 2026-02-16
Mitigating the OWASP Top 10 For Large Language Models Applications using Intelligent Agents
Authors: Mohammad Fasha, Faisal Abul Rub, Nasim Matar, Bilal Sowan, Mohammad Al Khaldy | Published: 2026-01-26
PAL*M: Property Attestation for Large Generative Models
Authors: Prach Chantasantitam, Adam Ilyas Caulfield, Vasisht Duddu, Lachlan J. Gunn, N. Asokan | Published: 2026-01-22
LADFA: A Framework of Using Large Language Models and Retrieval-Augmented Generation for Personal Data Flow Analysis in Privacy Policies
Authors: Haiyue Yuan, Nikolay Matyunin, Ali Raza, Shujun Li | Published: 2026-01-15
KryptoPilot: An Open-World Knowledge-Augmented LLM Agent for Automated Cryptographic Exploitation
Authors: Xiaonan Liu, Zhihao Li, Xiao Lan, Hao Ren, Haizhou Wang, Xingshu Chen | Published: 2026-01-14
SoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems
Authors: Andreea-Elena Bodea, Stephen Meisenbacher, Alexandra Klymenko, Florian Matthes | Published: 2026-01-07
Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems
Authors: Armstrong Foundjem, Lionel Nganyewou Tidjon, Leuson Da Silva, Foutse Khomh | Published: 2025-12-29
From Retrieval to Reasoning: A Framework for Cyber Threat Intelligence NER with Explicit and Adaptive Instructions
Authors: Jiaren Peng, Hongda Sun, Xuan Tian, Cheng Huang, Zeqing Li, Rui Yan | Published: 2025-12-22
Uncovering Gaps Between RFC Updates and TCP/IP Implementations: LLM-Facilitated Differential Checks on Intermediate Representations
Authors: Yifan Wu, Xuewei Feng, Yuxiang Yang, Ke Xu | Published: 2025-10-28