Ensuring superior learning outcomes and data security for authorized learner

Authors: Jeongho Bang, Wooyeong Song, Kyujin Shin, Yong-Su Kim | Published: 2025-01-01

SPDZCoder: Combining Expert Knowledge with LLMs for Generating Privacy-Computing Code

Authors: Xiaoning Dong, Peilin Xin, Jia Li, Wei Xu | Published: 2024-12-31 | Updated: 2025-03-21

Machine Learning-Based Security Policy Analysis

Authors: Krish Jain, Joann Sum, Pranav Kapoor, Amir Eaman | Published: 2024-12-30 | Updated: 2025-01-06

ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation

Authors: Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong | Published: 2024-12-30 | Updated: 2025-05-07

Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense

Authors: Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Yuyu Zhao | Published: 2024-12-30 | Updated: 2025-04-15

Robust Matrix Completion for Discrete Rating-Scale Data

Authors: Aurore Archimbaud, Andreas Alfons, Ines Wilms | Published: 2024-12-30

SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity

Authors: Pengfei Jing, Mengyun Tang, Xiaorong Shi, Xing Zheng, Sen Nie, Shi Wu, Yong Yang, Xiapu Luo | Published: 2024-12-30 | Updated: 2025-01-06

A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis

Authors: Narasimha Raghavan Veeraragavan, Svetlana Boudko, Jan Franz Nygård | Published: 2024-12-29

Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness

Authors: Olukorede Fakorede, Modeste Atsague, Jin Tian | Published: 2024-12-27

CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers

Authors: Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He | Published: 2024-12-26 | Updated: 2025-03-31