Lightweight privacy preservation techniques for deep learning and inference in Internet of Things

• المؤلف الرئيسي: Jiang, Linshan
• مؤلفون آخرون: Tan Rui
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computer systems organization::Computer-communication networks
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/155000
• المؤسسة: Nanyang Technological University

With the rapid development of sensing and communication technologies, the Internet of Things (IoT) is becoming a global data generation infrastructure. To utilize the massive data generated by IoT for achieving better system intelligence, machine learning and inference on the IoT data at the edge a...