SoK:商用无人机时代的安全与隐私

Ben Nassi, Ron Bitton, R. Masuoka, A. Shabtai, Y. Elovici
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引用次数: 36

摘要

随着无人机数量的增加以及它们开始充斥天空的时代的临近,一个重要的问题需要回答:从安全和隐私的角度来看,社会和无人机真的准备好应对大量飞行将带来的挑战了吗?本文主要研究商用无人机时代的安全和隐私问题。首先,我们关注的研究问题是:无人机及其生态系统是否能够抵御恶意实体的攻击?我们列出了无人机的目标,提出了审查攻击和对策方法的方法,进行了全面的审查,分析科学差距,提出结论,并讨论了未来的研究方向。然后,我们专注于研究问题:社会是否受到无人机攻击的保护?我们列出社会中的目标,分析对手,审查威胁,提出审查对策的方法,进行全面审查,分析科学差距,提出结论,并讨论未来的研究方向。最后,我们关注主要的研究问题:从安全和隐私的角度来看,社会和无人机是否准备进一步发展他们的关系?我们的分析表明,保护无人机和社会彼此免受伤害所需的技术手段尚未发展起来,无人机的安全和隐私与社会的安全和隐私之间存在权衡。也就是说,两个实体的安全和隐私级别无法同时优化,因为无人机的安全和隐私优化不可能不降低社会的安全和隐私,反之亦然。
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SoK: Security and Privacy in the Age of Commercial Drones
As the number of drones increases and the era in which they begin to fill the skies approaches, an important question needs to be answered: From a security and privacy perspective, are society and drones really prepared to handle the challenges that a large volume of flights will create? In this paper, we investigate security and privacy in the age of commercial drones. First, we focus on the research question: Are drones and their ecosystems protected against attacks performed by malicious entities? We list a drone’s targets, present a methodology for reviewing attack and countermeasure methods, perform a comprehensive review, analyze scientific gaps, present conclusions, and discuss future research directions. Then, we focus on the research question: Is society protected against attacks conducted using drones? We list targets within society, profile the adversaries, review threats, present a methodology for reviewing countermeasures, perform a comprehensive review, analyze scientific gaps, present conclusions, and discuss future research directions. Finally, we focus on the primary research question: From the security and privacy perspective, are society and drones prepared to take their relationship one step further? Our analysis reveals that the technological means required to protect drones and society from one another has not yet been developed, and there is a tradeoff between the security and privacy of drones and that of society. That is, the level of security and privacy cannot be optimized concurrently for both entities, because the security and privacy of drones cannot be optimized without decreasing the security and privacy of society, and vice versa.
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