大数据

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隐私计算在车路协同场景应用的探索与实践

李明,吕阿斌   

  1. 中兴飞流信息科技有限公司,江苏 南京 210012

  • 作者简介:李明(1978- ),男,中兴飞流信息科技有限公司副总经理,大数据系统计算技术国家工程实验室副主任,主要研究方向为大数据、人工智能、云存储、分布式数据库等。 吕阿斌(1970- )男,中兴飞流信息科技有限公司董事长、总经理,主要研究方向为云计算、大数据、人工智能等。

Exploration and Practice of Privacy Preserving Computing for Vehicle-Road Collaboration System

LI Ming, LYU Abin   

  1. JETFLOW Corporation Ltd., Nanjing 210012, China

摘要: 基于车路协同的发展现状,总结车路协同场景隐私计算、人工智能等技术的研究进展。设计并实现YITA-TFL可信AI平台,为数据管理、模型训练、模型管理及模型推理提供完备的隐私保护方案,为人工智能结合隐私计算在交通行业应用建立样板。

关键词: 车路协同, 边缘计算, 隐私计算, 差分隐私

Abstract: Based on the development of vehicle-road collaboration, this paper summarizes the research progress of privacy computing, artificial intelligence and other technologies for vehicle-road collaboration scene. Design and implement YITA-TFL trusted AI platform, provide complete privacy protection scheme for data management, model training, model management and model reference, and establish a model for the application of artificial intelligence combined with privacy computing in the transportation industry.

Key words:

"> vehicle-road collaboration, edge computing, privacy preserving computing, differential privacy

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