Lightweight and unobtrusive data obfuscation at IoT edge for remote inference

• Main Authors: Xu, Dixing, Zheng, Mengyao, Jiang, Linshan, Gu, Chaojie, Tan, Rui, Cheng, Peng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Data Obfuscation; Deep Neural Networks
• Online Access: https://hdl.handle.net/10356/171730
• Institution: Nanyang Technological University

Executing deep neural networks for inference on the server-class or cloud backend based on the data generated at the edge of the Internet of Things is desirable due primarily to the limited compute power of the edge devices and the need to protect the confidentiality of the inference neural networks...