1 research outputs found
Securing of Unmanned Aerial Systems (UAS) against security threats using human immune system
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.Comment: 29 pages, 12 figures, 10 tables, 8 equations, Journa