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Securing of Unmanned Aerial Systems (UAS) against security threats using human immune system
arXiv - CS - Performance Pub Date : 2020-03-01 , DOI: arxiv-2003.04984
Reza Fotohi

UASs form a large part of the fighting ability of the advanced military forces. In particular, these systems that carry confidential information are subject to security attacks. Accordingly, an Intrusion Detection System (IDS) has been proposed in the proposed design to protect against the security problems using the human immune system (HIS). The IDSs are used to detect and respond to attempts to compromise the target system. Since the UASs operate in the real world, the testing and validation of these systems with a variety of sensors is confronted with problems. This design is inspired by HIS. In the mapping, insecure signals are equivalent to an antigen that are detected by antibody-based training patterns and removed from the operation cycle. Among the main uses of the proposed design are the quick detection of intrusive signals and quarantining their activity. Moreover, SUAS-HIS method is evaluated here via extensive simulations carried out in NS-3 environment. The simulation results indicate that the UAS network performance metrics are improved in terms of false positive rate, false negative rate, detection rate, and packet delivery rate.

中文翻译:

使用人体免疫系统保护无人机系统 (UAS) 免受安全威胁

无人机系统构成了先进军队作战能力的很大一部分。特别是,这些携带机密信息的系统容易受到安全攻击。因此,在提议的设计中提出了入侵检测系统(IDS),以防止使用人类免疫系统(HIS)的安全问题。IDS 用于检测和响应破坏目标系统的企图。由于 UAS 在现实世界中运行,因此使用各种传感器对这些系统进行测试和验证面临着问题。这个设计的灵感来自于他。在映射中,不安全信号相当于通过基于抗体的训练模式检测到并从操作周期中删除的抗原。所提议设计的主要用途包括快速检测入侵信号并隔离其活动。此外,这里通过在 NS-3 环境中进行的广泛模拟来评估 SUAS-HIS 方法。仿真结果表明,UAS网络性能指标在误报率、漏报率、检测率和报文投递率方面都有所提高。
更新日期:2020-03-12
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