Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
Ad-hoc On-Demand Distance Vector Routing
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
BeeAdHoc: an energy efficient routing algorithm for mobile ad hoc networks inspired by bee behavior
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Ariadne: a secure on-demand routing protocol for ad hoc networks
Wireless Networks
Vulnerability analysis and security framework (BeeSec) for nature inspired MANET routing protocols
Proceedings of the 9th annual conference on Genetic and evolutionary computation
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
BeeHiveGuard: a step towards secure nature inspired routing algorithms
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
IEEE Transactions on Neural Networks
Attack analysis & bio-inspired security framework for IPMultimedia subsystem
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
A sense of danger: dendritic cells inspired artificial immune system for manet security
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Attack analysis & bio-inspired security framework for IP multimedia subsystem
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A TOOL FOR PROTOTYPING AIS BASED PROTECTION SYSTEMS FOR AD HOC AND SENSOR NETWORKS
Cybernetics and Systems
Efficient Signal Processing and Anomaly Detection in Wireless Sensor Networks
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Defence against 802.11 dos attacks using artificial immune system
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
ICCOM'10 Proceedings of the 14th WSEAS international conference on Communications
WSEAS TRANSACTIONS on COMMUNICATIONS
An intelligent information security mechanism for the network layer of WSN: BIOSARP
CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems
ACS'11 Proceedings of the 11th WSEAS international conference on Applied computer science
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Artificial Immune Systems (AIS) offer a relatively novel and promising paradigm to solve the problem of security in Mobile Adhoc Networks (MANETs). In this paper we address the issue of security in the challenging MANET environment by developing an AIS based security framework to detect misbehavior in a Bio/Nature inspired MANET routing protocol, BeeAdHoc. To the best of our knowledge, this is the first attempt to provide AIS based protection in the Bio/Nature inspired domain ofMANET routing. We designed and developed a security framework, BeeAIS, in the network simulator ns-2. We simulated a number of routing attacks to verify that the AIS based security system can counter all of them. These attacks, however, were successful in a MANET running the original BeeAdHoc protocol. We also compared our AIS based system with a cryptographic security system, BeeSec, developed earlier for BeeAdHoc. The results of our extensive experiments clearly indicate the effectiveness of the AIS to provide a similar security level as that of the cryptographic solution, but at significantly lower energy and communication cost. The efficient utilization of constrained bandwidth and battery is a key requirement in MANET routing.