What Does Normal Even Mean? Evaluating Benign Traffic in Intrusion Detection Datasets
Authors: Meghan Wilkinson, Robert H Thomson | Published: 2025-09-11
ENSI: Efficient Non-Interactive Secure Inference for Large Language Models
Authors: Zhiyu He, Maojiang Wang, Xinwen Gao, Yuchuan Luo, Lin Liu, Shaojing Fu | Published: 2025-09-11
What You Code Is What We Prove: Translating BLE App Logic into Formal Models with LLMs for Vulnerability Detection
Authors: Biwei Yan, Yue Zhang, Minghui Xu, Runyu Pan, Jinku Li, Xiuzhen Cheng | Published: 2025-09-11
Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions
Authors: Qinnan Hu, Yuntao Wang, Yuan Gao, Zhou Su, Linkang Du | Published: 2025-09-11
Character-Level Perturbations Disrupt LLM Watermarks
Authors: Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, He Zhang, Shirui Pan, Bo Liu, Asif Qumer Gill, Leo Yu Zhang | Published: 2025-09-11
AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System
Authors: Chanti Raju Mylay, Bobin Deng, Zhipeng Cai, Honghui Xu | Published: 2025-09-11
DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models
Authors: Honghui Xu, Shiva Shrestha, Wei Chen, Zhiyuan Li, Zhipeng Cai | Published: 2025-09-11
Towards Confidential and Efficient LLM Inference with Dual Privacy Protection
Authors: Honglan Yu, Yibin Wang, Feifei Dai, Dong Liu, Haihui Fan, Xiaoyan Gu | Published: 2025-09-11
Architecting Resilient LLM Agents: A Guide to Secure Plan-then-Execute Implementations
Authors: Ron F. Del Rosario, Klaudia Krawiecka, Christian Schroeder de Witt | Published: 2025-09-10
Send to which account? Evaluation of an LLM-based Scambaiting System
Authors: Hossein Siadati, Haadi Jafarian, Sima Jafarikhah | Published: 2025-09-10