Survey of Membership Inference Attacks for Machine Learning

• Published in: Ji suan ji ke xue Vol. 50; no. 1; pp. 302 - 317
• Main Authors: Chen, Depeng, Liu, Xiao, Cui, Jie, He, Daojing
• Format: Journal Article
• Language: Chinese
• Published: Chongqing Guojia Kexue Jishu Bu 01.01.2023; Editorial office of Computer Science
• Subjects: Artificial intelligence; Deep learning; Defense mechanisms; Inference; Machine learning; machine learning|privacy-preserving|membership inference attack|defense mechanism; Privacy

Artificial intelligence has been integrated into all aspects of people's daily lives with the continuous development of machine learning, especially in the deep learning area.Machine learning models are deployed in various applications, enhancing the intelligence of traditional applications.How...