A Critical Review on the Effectiveness and Privacy Threats of Membership Inference Attacks
Authors: Najeeb Jebreel, David Sánchez, Josep Domingo-Ferrer | Published: 2026-03-24
Beyond Theoretical Bounds: Empirical Privacy Loss Calibration for Text Rewriting Under Local Differential Privacy
Authors: Weijun Li, Arnaud Grivet Sébert, Qiongkai Xu, Annabelle McIver, Mark Dras | Published: 2026-03-24
Privacy-Preserving EHR Data Transformation via Geometric Operators: A Human-AI Co-Design Technical Report
Authors: Maolin Wang, Beining Bao, Gan Yuan, Hongyu Chen, Bingkun Zhao, Baoshuo Kan, Jiming Xu, Qi Shi, Yinggong Zhao, Yao Wang, Wei Ying Ma, Jun Yan | Published: 2026-03-24
SoK: The Attack Surface of Agentic AI — Tools, and Autonomy
Authors: Ali Dehghantanha, Sajad Homayoun | Published: 2026-03-24
Explainable Threat Attribution for IoT Networks Using Conditional SHAP and Flow Behavior Modelling
Authors: Samuel Ozechi, Jennifer Okonkwoabutu | Published: 2026-03-24
CIPL: A Target-Independent Framework for Channel-Inversion Privacy Leakage in Agents
Authors: Tao Huang, Chen Hou, Jiayang Meng | Published: 2026-03-24
Does Teaming-Up LLMs Improve Secure Code Generation? A Comprehensive Evaluation with Multi-LLMSecCodeEval
Authors: Bushra Sabir, Shigang Liu, Seung Ick Jang, Sharif Abuadbba, Yansong Gao, Kristen Moore, SangCheol Kim, Hyoungshick Kim, Surya Nepal | Published: 2026-03-24
Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models
Authors: Rui Yang Tan, Yujia Hu, Roy Ka-Wei Lee | Published: 2026-03-23
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
Auditing MCP Servers for Over-Privileged Tool Capabilities
Authors: Charoes Huang, Xin Huang, Amin Milani Fard | Published: 2026-03-23