IEEE Transactions on Mobile Computing · 2018 · 104 citations · 24 references
EngineeringInformation SecurityTrust Management ArchitectureReliable RoutingNetwork AnalysisEsct SchemeCommunicationMisbehaviour DetectionHardware SecurityEvolutionary Self-cooperative TrustAd Hoc NetworkMechanism DesignNetwork SecurityRouting ProtocolTrustMobile ComputingComputer ScienceData SecurityCryptographySecure RoutingBusinessRobust Routing
How to achieve reliable routing has always been a major issue in the design of communication networks, among which mobile ad hoc networks (MANETs) possess the most adversarial networking environment due to the absence of fixed infrastructure, the nature of open transmission media and the dynamic network topology. These characteristics also make the design of routing protocols in MANETs become even more challenging. In this paper, we propose an evolutionary self-cooperative trust (ESCT) scheme that imitates human cognitive process and relies on trust-level information to prevent various routing disruption attacks. In this scheme, mobile nodes will exchange trust information and analyze received trust information based on their own cognitive judgment. Eventually, each node dynamically evolves its cognition to exclude malicious entities. The most attractive feature of ESCT is that they cannot compromise the system even if the internal attackers know how the security mechanism works. In this paper, we evaluate the performance of ESCT scheme under various routing disruption attack situations. Simulation results affirm that ESCT scheme promotes network scalability and ensures the routing effectiveness in the presence of routing disruption attackers in MANETs.
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Matrix Factorization Techniques for Recommender Systems
Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.4K citations
Engineering, Machine Learning, Matrix Factorization Models +17
Performance analysis of the CONFIDANT protocol
Sonja Buchegger, Jean‐Yves Le Boudec · 2002 · 1.5K citations · Full text
Engineering, Information Security, Mobile Ad-hoc Networking +19