Sustainable and secure trajectories for the military Internet of Drones (IoD) through an efficient Medium Access Control (MAC) protocol

被引:48
作者
Choudhary, Gaurav [1 ]
Sharma, Vishal [1 ]
You, Ilsun [1 ]
机构
[1] Soonchunhyang Univ, Dept Informat Secur Engn, Asan 31538, South Korea
关键词
Internet of Drones; UAVs; Trajectory; Security; MAC Protocol; Deep neural networks; Link durations;
D O I
10.1016/j.compeleceng.2019.01.007
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Internet of Drones (IoD) involves cooperation and policing amongst Unmanned Aerial Vehicles (UAVs) based on waypoints generated through a series of algorithms. The dynamic reconfigurability of conveyances in Ion demands a secure trajectory and channel accessibility which is procurable through an efficient Medium Access Control (MAC) protocol. The majority of existing works considers the security of UAV-trajectories as a part of cryptographic and channel accessibility only, whereas the proposed approach idealizes link stability as one of the essential components for attaining secure trajectories. Furthermore, this paper proposes a deep neural network-based security framework, which embeds an efficient MAC protocol controlled by Macaulay's duration. The proposed approach fortifies that an extensive control over links provides an adequate duration for enhancing the security aspects of IoD and launching countermeasures against any known cyber attacks. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:59 / 73
页数:15
相关论文
共 25 条
  • [1] Alshbatat A. I., 2010, 2010 INT C NETW SENS, P598
  • [2] Toward power-sensitive network architectures in wireless communications: Concepts, issues, and design aspects
    Bambos, N
    [J]. IEEE PERSONAL COMMUNICATIONS, 1998, 5 (03): : 50 - 59
  • [3] Cichella V, 2014, P AIAA GUID NAV CONT, P0972
  • [4] Craig J.J., 2005, INTRO ROBOTICS MECH, V3
  • [5] Cui M, 2018, ARXIV180606396
  • [6] Dectitignie J, 2010, P 9 INT WORKSH REAL, P1
  • [7] Security Vulnerabilities of Unmanned Aerial Vehicles and Countermeasures: An Experimental Study
    Dey, Vishal
    Pudi, Vikramkumar
    Chattopadhyay, Anupam
    Elovici, Yuval
    [J]. 2018 31ST INTERNATIONAL CONFERENCE ON VLSI DESIGN AND 2018 17TH INTERNATIONAL CONFERENCE ON EMBEDDED SYSTEMS (VLSID & ES), 2018, : 398 - 403
  • [8] Internet of Drones
    Gharibi, Mirmojtaba
    Boutaba, Raouf
    Waslander, Steven L.
    [J]. IEEE ACCESS, 2016, 4 : 1148 - 1162
  • [9] COMMUNICATION SECURITY OF UNMANNED AERIAL VEHICLES
    He, Daojing
    Chan, Sammy
    Guizani, Mohsen
    [J]. IEEE WIRELESS COMMUNICATIONS, 2017, 24 (04) : 134 - 139
  • [10] Hui XL, 2018, PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), P455, DOI 10.1109/ICACI.2018.8377502