SaTC: CORE: Medium: Collaborative: Enforcement of Geofencing Policies for Commercial Unmanned Aircraft Systems

SaTC：核心：媒介：协作：商业无人机系统地理围栏政策的执行

• 批准号: 1801402
• 负责人: Ming Li
• 金额: $ 23万
• 依托单位: University of Arizona
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2018
• 资助国家: 美国
• 起止时间: 2018-09-01 至 2021-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1801402&HistoricalAwards=false
• 关键词: SaTC; CORE; Medium; Collaborative; Enforcement

The adoption of services and applications that rely on Unmanned Aircraft Systems (UAS) is expected to continue its acceleration for the foreseeable future. Such services and applications include search and rescue, crop monitoring, real-time traffic monitoring, critical infrastructure inspections, and others. As UAS continue to proliferate, aviation regulatory agencies around the world are facing a challenging dilemma in terms of safely integrating UAS operations into their respective national airspace systems and enforcing their compliance to relevant regulations, including enforcement of no fly-zones. Current UAS lack effective on-board flight restrictions that would prevent them from entering critical airspace, e.g., airport runways and nuclear power plants. Furthermore, it is essential that the safety and privacy of members of the public be safeguarded from accidental and non-accidental UAS incursions. This project aims to address these critical needs by developing offensive and defensive measures for detecting, identifying, and bringing down UAS that violate controlled/restricted airspace in an automated, controlled, and reliable manner.A three phase approach to thwarting a UAS encroaching on restricted airspace will be used: (1) detect the incursion using passive radar that exploits signals of opportunity and radio frequency (RF) communications/emissions from the encroacher itself; (2) deploy one or more defender UAS, capable of learning the motivations and behaviors of the encroacher, to pursue the UAS and gain and maintain proximity to it even should the encroacher take evasive action; and (3) have the defender UAS launch offensive measures that manipulate/compromise the sensor and actuation signals the encroacher relies on to stay airborne.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

预计依靠无人飞机系统（UAS）的服务和应用程序将在可预见的未来继续加速。此类服务和应用程序包括搜索和救援，作物监测，实时交通监控，关键基础设施检查等。随着UAS继续扩散，全球航空监管机构在安全地将UAS的运营整合到其各自的国家空域系统中，并使他们遵守相关法规，包括执行无蝇区。目前的UA缺乏有效的机上飞行限制，这将阻止他们进入关键领空，例如机场跑道和核电站。此外，至关重要的是要保护公众的安全和隐私，以免偶然和非事故UAS入侵。该项目旨在通过制定进攻和防御措施来解决这些关键需求，以以自动化，控制和可靠的方式以自动化，控制和可靠的方式违反受控/限制空域的UA。侵略者本身； （2）部署一个或多个后卫UA，能够学习侵略者的动机和行为，追求UAS并获得并维持其邻近性的动机和行为，甚至如果侵犯者采取回避行动； （3）卫冕者UAS发起进攻措施，该措施操纵/妥协传感器和驱动信号信号侵害者所依赖于保持空中的信号。该奖项反映了NSF的法定任务，并被认为是值得通过基金会的知识分子优点和更广泛影响的审查标准来通过评估来通过评估来支持的。

项目成果

GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems

• 发表时间: 2020-01
• 作者: Yanmao Man;Ming Li;Ryan M. Gerdes

SIMPLE: single-frame based physical layer identification for intrusion detection and prevention on in-vehicle networks

• DOI: 10.1145/3359789.3359834
• 发表时间: 2019-12
• 期刊: Proceedings of the 35th Annual Computer Security Applications Conference
• 作者: M. Foruhandeh;Yanmao Man;Ryan M. Gerdes;Ming Li;Thidapat Chantem

SVM: secure vehicle motion verification with a single wireless receiver

• DOI: 10.1145/3395351.3399348
• 发表时间: 2020-07
• 期刊: Proceedings of the 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks
• 作者: Mingshun Sun;Yanmao Man;Ming Li;Ryan M. Gerdes

Impacts of Constrained Sensing and Communication Based Attacks on Vehicular Platoons

• DOI: 10.1109/tvt.2020.2981003
• 发表时间: 2020-03
• 期刊: IEEE Transactions on Vehicular Technology
• 影响因子: 6.8
• 作者: Mingshun Sun;Ali Al-Hashimi;Ming Li;Ryan M. Gerdes

Poster: Perceived Adversarial Examples

海报：感知的对抗性例子

• 发表时间: 2019
• 期刊: IEEE Symposium on Security and Privacy
• 作者: Man, Yanmao;Li, Ming;Gerdes, Ryan
• 通讯作者: Gerdes, Ryan