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

• 主要作者: Jiang, Linshan
• 其他作者: Tan Rui
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computer systems organization::Computer-communication networks
• 在線閱讀: https://hdl.handle.net/10356/155000

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...