Cognitive Routing for Improvement of IoT Security

TitleCognitive Routing for Improvement of IoT Security
Publication TypeConference Proceedings
Year of Conference2019
AuthorsNowak M, Domańska J, Nowak S
Conference Name2019 IEEE International Conference on Fog Computing
Date Published06/2019
Conference LocationPrague, Czech Republic
KeywordsCognitive Packet Network, Energy, Internet of Things (IoT), Quality ofService, security, SerIoT
Abstract

Internet of Things is nowadays growing faster than ever before. Operators are planning or already creating dedicated networks for this type of devices. There is a need to create dedicated solutions for this type of network, especially solutions related to information security. In this article we present a mechanism of security-aware routing, which takes into account the evaluation of trust in devices and packet flows. We use trust relationships between flows and network nodes to create secure SDN paths, not ignoring also QoS and energy criteria. The system uses SDN infrastructure, enriched with Cognitive Packet Networks (CPN) mechanisms. Routing decisions are made by Random Neural Networks, trained with data fetched with Cognitive Packets. The proposed network architecture, implementing the security-by-design concept, was designed and is being implemented within the SerIoT project to demonstrate secure networks for the Internet of Things (IoT).