Vartika Agarwal

P2pcpm: point to point critical path monitoring based denial of service attack detection for vehicular communication network resource management

• Authors Details :  
• Vartika Agarwal,  
• Sachin Sharma

Journal title : International Journal of Computing and Digital Systems

Publisher : Deanship of Scientific Research

Print ISSN : 2210-142X

Page Number : 1305-1314

Journal volume : 12

Journal issue : 1

249 Views Original Article

Various types of security attacks are normal in vehicular communication networks. The current study uses a support vector machine to implement a Point to Point Critical Path Monitoring (P2PCPM) based Denial of Service (DOS) Attack detection technique for Vehicular Communication Network (VCN) resource management. Greatest quality of P2PCPM is that it eliminates attacked nodes from the network for the smooth process of vehicular communication. This scheme works well in terms of accuracy as well as attack detection rate. The whole simulation is made and tried by utilizing MATLAB Software. Simulation result shows 99% accuracy in case of security attack detection as well as reduced training and testing error upto 2%. Experimental results indicate that this scheme has a great efficiency and works well up to 1000 nodes, which is the limitation of current implementation. In future, simulation test may be done for unlimited nodes using similar or other techniques of attack detection.

Article DOI & Crossmark Data

DOI : https://doi.org/10.12785/ijcds/1201105

Article Subject Details

• Computer Science
• Computer Science Applications

Article Keywords Details

• Denial of Service
• Point to point critical path monitoring
• Support vector machine
• Vehicular communication network

Article File

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