MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information Leakage
Authors: Ying Song, Balaji Palanisamy | Published: 2024-01-23 | Updated: 2025-01-26
Watermarking
Wasserstein Differential Privacy
Authors: Chengyi Yang, Jiayin Qi, Aimin Zhou | Published: 2024-01-23
Text Embedding Inversion Security for Multilingual Language Models
Authors: Yiyi Chen, Heather Lent, Johannes Bjerva | Published: 2024-01-22 | Updated: 2024-06-05
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction
Authors: Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni | Published: 2024-01-22
Instructional Fingerprinting of Large Language Models
Authors: Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen | Published: 2024-01-21 | Updated: 2024-04-03
Real-Time Zero-Day Intrusion Detection System for Automotive Controller Area Network on FPGAs
Authors: Shashwat Khandelwal, Shreejith Shanker | Published: 2024-01-19
PuriDefense: Randomized Local Implicit Adversarial Purification for Defending Black-box Query-based Attacks
Authors: Ping Guo, Zhiyuan Yang, Xi Lin, Qingchuan Zhao, Qingfu Zhang | Published: 2024-01-19
Excuse me, sir? Your language model is leaking (information)
Authors: Or Zamir | Published: 2024-01-18
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption
Authors: Prajwal Panzade, Daniel Takabi, Zhipeng Cai | Published: 2024-01-17
Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning
Authors: Tianxiu Xie, Keke Gai, Jing Yu, Liehuang Zhu | Published: 2024-01-11