Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions

Authors: Shuo Yang, Xinran Zheng, Xinchen Zhang, Jinfeng Xu, Jinze Li, Donglin Xie, Weicai Long, Edith C. H. Ngai | Published: 2025-07-07
2025.07.07 2025.07.09
Literature Database

Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection

Authors: Ziqi Miao, Yi Ding, Lijun Li, Jing Shao | Published: 2025-07-03
2025.07.03 2025.07.05
Literature Database

Early Signs of Steganographic Capabilities in Frontier LLMs

Authors: Artur Zolkowski, Kei Nishimura-Gasparian, Robert McCarthy, Roland S. Zimmermann, David Lindner | Published: 2025-07-03
2025.07.03 2025.07.05
Literature Database

CyberRAG: An agentic RAG cyber attack classification and reporting tool

Authors: Francesco Blefari, Cristian Cosentino, Francesco Aurelio Pironti, Angelo Furfaro, Fabrizio Marozzo | Published: 2025-07-03
2025.07.03 2025.07.05
Literature Database

Evaluating Language Models For Threat Detection in IoT Security Logs

Authors: Jorge J. Tejero-Fernández, Alfonso Sánchez-Macián | Published: 2025-07-03
2025.07.03 2025.07.05
Literature Database

EIM-TRNG: Obfuscating Deep Neural Network Weights with Encoding-in-Memory True Random Number Generator via RowHammer

Authors: Ranyang Zhou, Abeer Matar A. Almalky, Gamana Aragonda, Sabbir Ahmed, Filip Roth Trønnes-Christensen, Adnan Siraj Rakin, Shaahin Angizi | Published: 2025-07-03
2025.07.03 2025.07.05
Literature Database

Empowering Manufacturers with Privacy-Preserving AI Tools: A Case Study in Privacy-Preserving Machine Learning to Solve Real-World Problems

Authors: Xiaoyu Ji, Jessica Shorland, Joshua Shank, Pascal Delpe-Brice, Latanya Sweeney, Jan Allebach, Ali Shakouri | Published: 2025-07-02
2025.07.02 2025.07.04
Literature Database

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
2025.07.02 2025.07.04
Literature Database

Graph Representation-based Model Poisoning on Federated LLMs in CyberEdge Networks

Authors: Hanlin Cai, Haofan Dong, Houtianfu Wang, Kai Li, Ozgur B. Akan | Published: 2025-07-02
2025.07.02 2025.07.04
Literature Database

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning

Authors: Masood Jan, Wafa Njima, Xun Zhang | Published: 2025-07-02
2025.07.02 2025.07.04
Literature Database
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