Abstract:
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.
