Privacy preservation for personalised smart devices

个性化智能设备的隐私保护

• 批准号: LP180101150
• 负责人: A/Prof Tianqing Zhu
• 金额: $ 22.65万
• 依托单位: University of Technology Sydney
• 依托单位国家: 澳大利亚
• 项目类别: Linkage Projects
• 财政年份: 2020
• 资助国家: 澳大利亚
• 起止时间: 2020-02-01 至 2023-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/LP180101150
• 关键词: Privacy; preservation; personalised; smart; devices

The goal of this project is to build a privacy preservation framework for personalised smart devices with both immediate and long-term applications in a range of industries. The novel theoretical contributions include a privacy-preservation mechanism that guards against attacks by intelligent tools, a model and metrics that distinguish between object detection and object recognition, and allowing users to specify their desired level of privacy guarantee. Practically, these solutions have clear economic and public-safety benefits. The solutions will accelerate AI device development, advance smart technologies based on individual behaviours, and guarantee personal data privacy against both human attackers and adversarial algorithms.

该项目的目标是为个性化智能设备建立一个隐私保护框架，在一系列行业中具有即时和长期的应用。新的理论贡献包括一个隐私保护机制，防止智能工具的攻击，一个模型和指标，区分对象检测和对象识别，并允许用户指定他们想要的隐私保障水平。实际上，这些解决方案具有明显的经济效益和公共安全效益。这些解决方案将加速人工智能设备的开发，推进基于个人行为的智能技术，并保证个人数据隐私免受人类攻击者和对抗算法的侵害。