FSM-F: Finite State Machine Based Framework for Denial of Service and Intrusion Detection in MANET.
Due to the continuous advancements in wireless communication in terms of quality of communication and affordability of the technology, the application area of Mobile Adhoc Networks (MANETs) significantly growing particularly in military and disaster management. Considering the sensitivity of the application areas, security in terms of detection of Denial of Service (DoS) and intrusion has become prime concern in research and development in the area. The security systems suggested in the past has state recognition problem where the system is not able to accurately identify the actual state of the network nodes due to the absence of clear definition of states of the nodes. In this context, this paper proposes a framework based on Finite State Machine (FSM) for denial of service and intrusion detection in MANETs. In particular, an Interruption Detection system for Adhoc On-demand Distance Vector (ID-AODV) protocol is presented based on finite state machine. The packet dropping and sequence number attacks are closely investigated and detection systems for both types of attacks are designed. The major functional modules of ID-AODV includes network monitoring system, finite state machine and attack detection model. Simulations are carried out in network simulator NS-2 to evaluate the performance of the proposed framework. A comparative evaluation of the performance is also performed with the state-of-the-art techniques: RIDAN and AODV. The performance evaluations attest the benefits of proposed framework in terms of providing better security for denial of service and intrusion detection attacks.
Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, 81310, Malaysia.
Malik
M
N Ahmed
Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, 81310, Malaysia.
Abdul Hanan
AH
Abdullah
Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, 81310, Malaysia.
Omprakash
O
Kaiwartya
D000465:Algorithms; D003142:Communication; D003195:Computer Communication Networks / Q000592:standards; D016494:Computer Security / Q000592:standards; D003198:Computer Simulation; D004190:Disasters; D020342:Finite Element Analysis; D006801:Humans; D033181:Information Dissemination / Q000379:methods; D008889:Military Personnel; D008962:Models, Theoretical; D059015:Wireless Technology / Q000592:standards