Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence
Authors: Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari, Horea Moldovan, Yacine Ghamri-Doudane | Published: 2025-08-14
RAG
PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction
Authors: Leon Garza, Anantaa Kotal, Aritran Piplai, Lavanya Elluri, Prajit Das, Aman Chadha | Published: 2025-08-07
Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems
Authors: Ostonya Thomas, Muhaimin Bin Munir, Jean-Michel Tine, Mizanur Rahman, Yuchen Cai, Khandakar Ashrafi Akbar, Md Nahiyan Uddin, Latifur Khan, Trayce Hockstad, Mashrur Chowdhury | Published: 2025-08-04
From Semantic Web and MAS to Agentic AI: A Unified Narrative of the Web of Agents
Authors: Tatiana Petrova, Boris Bliznioukov, Aleksandr Puzikov, Radu State | Published: 2025-07-14 | Updated: 2025-07-16
Tuning without Peeking: Provable Privacy and Generalization Bounds for LLM Post-Training
Authors: Ismail Labiad, Mathurin Videau, Matthieu Kowalski, Marc Schoenauer, Alessandro Leite, Julia Kempe, Olivier Teytaud | Published: 2025-07-02
LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model’s Response for Vulnerability Analysis
Authors: Reza Fayyazi, Michael Zuzak, Shanchieh Jay Yang | Published: 2025-06-12 | Updated: 2025-09-03
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval
Authors: Taiye Chen, Zeming Wei, Ang Li, Yisen Wang | Published: 2025-05-21
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Authors: Yuhao Wang, Wenjie Qu, Yanze Jiang, Zichen Liu, Yue Liu, Shengfang Zhai, Yinpeng Dong, Jiaheng Zhang | Published: 2025-05-21
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Authors: Zhiyuan Wei, Jing Sun, Zijian Zhang, Zhe Hou, Zixiao Zhao | Published: 2025-05-21
Phare: A Safety Probe for Large Language Models
Authors: Pierre Le Jeune, Benoît Malézieux, Weixuan Xiao, Matteo Dora | Published: 2025-05-16 | Updated: 2025-05-19