Title :
Defensive mechanism for VANET security in game theoretic approach using heuristic based ant colony optimization
Author :
Prabhakar, M. ; Singh, Jitendra Nath ; Mahadevan, G.
Author_Institution :
Sambhram Inst. of Technol., Bangalore, India
Abstract :
The communications in VANET consists of roadside units (RSUs) linked to each other or even to the Internet. In the recent vehicular approach, VANETs security properties have received more attention in research community. We improve the game theoretic approaches for the application cases having scenarios with few known opponents and others with opponent uncertainty. In this work, we plan to introduce a defensive mechanism for the VANET security with heuristic based ant colony optimization. The heuristic based ant model, worked with known opponents and unknown opponents based on the density of pheromone deposited in the road network path with new road path exploration with traversal of ants. Then the Nash equilibrium is applied with the game theoretic framework to identify the stability state of the players involved in it. Optimal exploitation of traffic organizes and security framework is investigated both in the static (e.g., preset roadside units) and active cases (e.g., mobile law enforcement units). An experimental evaluation is carried out to evaluate the performance of the proposed defensive mechanism in game theoretic approach using heuristic based ant colony optimization [DMGTA] for VANET security.
Keywords :
Internet; ant colony optimisation; computer network performance evaluation; computer network security; game theory; telecommunication traffic; vehicular ad hoc networks; DMGTA; Internet; Nash equilibrium; RSU; VANET security; defensive mechanism; game theoretic approach; heuristic based ant colony optimization; heuristic based ant model; mobile law enforcement units; performance evaluation; pheromone density; road network path; road path exploration; roadside units; stability state identification; vehicular ad hoc networks; Ant colony optimization; Games; Nash equilibrium; Roads; Security; Vehicles; Vehicular ad hoc networks; Defensive Mechanism; Game Theoretic Approach; Heuristic Based Ant Colony Optimization; Nash equilibrium; Security; VANET;
Conference_Titel :
Computer Communication and Informatics (ICCCI), 2013 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4673-2906-4
DOI :
10.1109/ICCCI.2013.6466118