Title :
Trust based QOS protocol(TBQP) using meta-heuristic genetic algorithm for optimizing and securing MANET
Author :
Zafar, Sameena ; Soni, M.K.
Author_Institution :
Dept. of Comput. Sci. & Eng., Manav Rachna Int. Univ. Faridabad, Faridabad, India
Abstract :
This paper includes a prospective approach of developing a trust based QOS protocol (TBQP) using meta-heuristic genetic algorithm for optimizing and securing MANET. Genetic algorithm will help in maintaining Quality of Service(QOS) by selecting a fittest i.e. shortest route hence providing better performance. Intelligent optimization approaches or meta heuristic algorithms like, genetic algorithm(GA), neural networks(NN) based on artificial intelligence(AI), particle swarm optimization(PSO) technique and simulated annealing(SA) in the recent years have well consigned QOS issues. Ad-hoc networks face the primary defiance of restraining attacks against data, like, unauthorized data modification impersonation etc caused by malicious nodes in the network. This problem is tackled by trust application in our proposed approach which helps in securing ad-hoc networks.
Keywords :
artificial intelligence; genetic algorithms; mobile ad hoc networks; mobile computing; neural nets; protocols; quality of service; simulated annealing; telecommunication security; AI; MANET optimization; MANET security; PSO; TBQP; ad-hoc networks; artificial intelligence; impersonation; intelligent optimization approaches; malicious nodes; metaheuristic genetic algorithm; neural networks; particle swarm optimization; quality of service; route; simulated annealing; trust application; trust based QOS protocol; unauthorized data modification; Ad hoc networks; Encryption; Face; Mobile communication; Mobile computing; Quality of service; Routing; Meta-Heuristic Algorithm; security challenges confronted by MANET; trust; user authentication;
Conference_Titel :
Optimization, Reliabilty, and Information Technology (ICROIT), 2014 International Conference on
Conference_Location :
Faridabad
Print_ISBN :
978-1-4799-3958-9
DOI :
10.1109/ICROIT.2014.6798315