Survey on Membership Inference Attacks Against Machine Learning

• Published in: Ji suan ji ke xue Vol. 50; no. 3; pp. 351 - 359
• Main Authors: Peng, Yuefeng, Zhao, Bo, Liu, Hui, An, Yang
• Format: Journal Article
• Language: Chinese
• Published: Chongqing Guojia Kexue Jishu Bu 01.03.2023; Editorial office of Computer Science
• Subjects: Computer vision; Inference; Machine learning; machine learning|membership inference|privacy leakage|privacy protection; Natural language processing; Privacy; Training

In recent years, machine learning has not only achieved remarkable results in conventional fields such as computer vision and natural language processing, but also been widely applied to process sensitive data such as face images, financial data and medical information.Recently, researchers find tha...