A reliable solution against Packet dropping attack due to malicious nodes using fuzzy Logic in MANETs
Title | A reliable solution against Packet dropping attack due to malicious nodes using fuzzy Logic in MANETs |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Chaudhary, A., Kumar, A., Tiwari, V.N. |
Conference Name | Optimization, Reliabilty, and Information Technology (ICROIT), 2014 International Conference on |
Date Published | Feb |
Keywords | Ad hoc networks, artificial intelligence, data packets, Fuzzy logic, Fuzzy sets, inference mechanisms, intrusion detection system, Intrusion Detection System (IDS), malicious nodes, Mamdani fuzzy inference system, MANET, MANETs Security Issues, mobile ad hoc network, mobile ad hoc networks, Mobile ad hoc networks (MANETs), mobile computing, mobile nodes, packet dropping attack, Qualnet simulator 6.1, Reliability engineering, Routing, security of data, wireless links |
Abstract | The recent trend of mobile ad hoc network increases the ability and impregnability of communication between the mobile nodes. Mobile ad Hoc networks are completely free from pre-existing infrastructure or authentication point so that all the present mobile nodes which are want to communicate with each other immediately form the topology and initiates the request for data packets to send or receive. For the security perspective, communication between mobile nodes via wireless links make these networks more susceptible to internal or external attacks because any one can join and move the network at any time. In general, Packet dropping attack through the malicious node (s) is one of the possible attack in the mobile ad hoc network. This paper emphasized to develop an intrusion detection system using fuzzy Logic to detect the packet dropping attack from the mobile ad hoc networks and also remove the malicious nodes in order to save the resources of mobile nodes. For the implementation point of view Qualnet simulator 6.1 and Mamdani fuzzy inference system are used to analyze the results. Simulation results show that our system is more capable to detect the dropping attacks with high positive rate and low false positive. |
URL | https://ieeexplore.ieee.org/document/6798326/ |
DOI | 10.1109/ICROIT.2014.6798326 |
Citation Key | 6798326 |
- MANETs Security Issues
- wireless links
- security of data
- Routing
- Reliability engineering
- Qualnet simulator 6.1
- packet dropping attack
- mobile nodes
- mobile computing
- Mobile ad hoc networks (MANETs)
- mobile ad hoc networks
- mobile ad hoc network
- Ad hoc networks
- MANET
- Mamdani fuzzy inference system
- malicious nodes
- Intrusion Detection System (IDS)
- intrusion detection system
- inference mechanisms
- Fuzzy sets
- Fuzzy logic
- data packets
- Artificial Intelligence