Differentially private deep learning for time series data

• المؤلف الرئيسي: Dwitami, Inggriany
• مؤلفون آخرون: Wang Huaxiong
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Science::Mathematics::Statistics; Science::Mathematics::Discrete mathematics::Cryptography
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/144846
• المؤسسة: Nanyang Technological University

Machine learning applications based on neural networks are becoming increasingly widespread. This condition gives rise to questions regarding the data subjects' privacy, as some of the data sets used may contain sensitive information. To address this, a new concept of privacy was formalized, na...