Differential Privacy in Generative AI Agents: Analysis and Optimal Tradeoffs
Authors: Ya-Ting Yang, Quanyan Zhu | Published: 2026-03-18
評価手法
Machine Learning for Network Attacks Classification and Statistical Evaluation of Machine Learning for Network Attacks Classification and Adversarial Learning Methodologies for Synthetic Data Generation
Authors: Iakovos-Christos Zarkadis, Christos Douligeris | Published: 2026-03-18
rSDNet: Unified Robust Neural Learning against Label Noise and Adversarial Attacks
Authors: Suryasis Jana, Abhik Ghosh | Published: 2026-03-18
DDH-based schemes for multi-party Function Secret Sharing
Authors: Marc Damie, Florian Hahn, Andreas Peter, Jan Ramon | Published: 2026-03-18
Federated Computing as Code (FCaC): Sovereignty-aware Systems by Design
Authors: Enzo Fenoglio, Philip Treleaven | Published: 2026-03-18
Network- and Device-Level Cyber Deception for Contested Environments Using RL and LLMs
Authors: Abhijeet Sahu, Shuva Paul, Rochard Macwan | Published: 2026-03-18
Deanonymizing Bitcoin Transactions via Network Traffic Analysis with Semi-supervised Learning
Authors: Shihan Zhang, Bing Han, Chuanyong Tian, Ruisheng Shi, Lina Lan, Qin Wang | Published: 2026-03-18
Rotated Robustness: A Training-Free Defense against Bit-Flip Attacks on Large Language Models
Authors: Deng Liu, Song Chen | Published: 2026-03-17
Exponential-Family Membership Inference: From LiRA and RMIA to BaVarIA
Authors: Rickard Brännvall | Published: 2026-03-12
TOSSS: a CVE-based Software Security Benchmark for Large Language Models
Authors: Marc Damie, Murat Bilgehan Ertan, Domenico Essoussi, Angela Makhanu, Gaëtan Peter, Roos Wensveen | Published: 2026-03-11