A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results
Authors: Karima Makhlouf, Tamara Stefanovic, Heber H. Arcolezi, Catuscia Palamidessi | Published: 2024-05-23
AIセキュリティポータルbot
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions
Authors: Mohammed Hassanin, Nour Moustafa | Published: 2024-05-23
Tighter Privacy Auditing of DP-SGD in the Hidden State Threat Model
Authors: Tudor Cebere, Aurélien Bellet, Nicolas Papernot | Published: 2024-05-23 | Updated: 2024-10-14
Evaluation of the Programming Skills of Large Language Models
Authors: Luc Bryan Heitz, Joun Chamas, Christopher Scherb | Published: 2024-05-23
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
Authors: Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang | Published: 2024-05-23
S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models
Authors: Xiaohan Yuan, Jinfeng Li, Dongxia Wang, Yuefeng Chen, Xiaofeng Mao, Longtao Huang, Jialuo Chen, Hui Xue, Xiaoxia Liu, Wenhai Wang, Kui Ren, Jingyi Wang | Published: 2024-05-23 | Updated: 2025-04-07
Memory Scraping Attack on Xilinx FPGAs: Private Data Extraction from Terminated Processes
Authors: Bharadwaj Madabhushi, Sandip Kundu, Daniel Holcomb | Published: 2024-05-22
Towards Certification of Uncertainty Calibration under Adversarial Attacks
Authors: Cornelius Emde, Francesco Pinto, Thomas Lukasiewicz, Philip H. S. Torr, Adel Bibi | Published: 2024-05-22
Naturally Private Recommendations with Determinantal Point Processes
Authors: Jack Fitzsimons, Agustín Freitas Pasqualini, Robert Pisarczyk, Dmitrii Usynin | Published: 2024-05-22
WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness
Authors: Baizhou Huang, Xiaojun Wan | Published: 2024-05-22