PrivacySignal: Privacy-preserving traffic signal control for intelligent transportation system

• Main Authors: YING, Zuobin, CAO, Shuanglong, LIU, Ximeng, MA, Zhuo, MA, Jianfeng, DENG, Robert H.
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2022
• 主題: Protocols; Real-time systems; Roads; Reinforcement learning; Privacy; Data privacy; Cryptography; Secure multiparty computation; privacy-preserving; deep reinforcement learning; intelligent transportation systems; intelligent traffic signal control; Information Security
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/7829
• 機構: Singapore Management University

A new trend of using deep reinforcement learning for traffic signal control has become a spotlight in the Intelligent Transportation System (ITS). However, the traditional intelligent traffic signal control system always collects and transmits vehicle information (e.g., vehicle location, speed, etc....