Stackelberg security game to mitigate the DoS attack in vehicular ad-hoc networks

被引:1
|
作者
Ilavendhan, A. [1 ]
Saruladha, K. [1 ]
机构
[1] Pondicherry Engn Coll, Dept Comp Sci & Engn, Pondicherry, India
关键词
Game theory; Stackelberg equilibrium; Utility function; Best response; Non-cooperative game; INTRUSION DETECTION;
D O I
10.1007/s12652-021-03523-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Smart communication systems improve VANETs with the assistance of intelligent software systems. Such electronic tools allow automatic traffic control services to reduce road injuries and to classify routes effectively. Such automated traffic control networks are vulnerable to many kinds of attacks. Denial of service attack is a type of attack when the malicious node disrupts the network's entire communication by flooding the packets. Many methods of detecting DoS attacks in VANETs are available in the literature, but they are still hard to detect and mitigate attacks. Due to these attacks, the vehicle user cannot transmit emergency alert messages and disseminate the traffic data to the destination vehicle in due time. A new detection algorithm is developed and suggested in this analysis to detect and mitigate a malicious node using a game-theoretical approach. Stackelberg's game technique is designed to identify attacks, reduced the packet drop ratio by 12.45%, and increased the throughput by 94.21% compared to the Packet Detection Algorithm, Attacked Packed Detection Algorithm, and Enhanced Attacked Packet Detection Algorithm.
引用
收藏
页码:6489 / 6496
页数:8
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