Cognitive Routing for Improvement of IoT Security
| Title | Cognitive Routing for Improvement of IoT Security |
| Publication Type | Conference Paper |
| Year of Publication | 2019 |
| Authors | Nowak, Mateusz, Nowak, Sławomir, Domańska, Joanna |
| Conference Name | 2019 IEEE International Conference on Fog Computing (ICFC) |
| Date Published | June 2019 |
| Publisher | IEEE |
| ISBN Number | 978-1-7281-3236-5 |
| Keywords | Cognitive Packet Networks mechanisms, Cognitive radio, Cognitive routing, Cognitive-Packet-Network, composability, Computer crime, computer network reliability, computer network security, dedicated networks, energy criteria, Europe, Information security, Internet of Things, Internet-of-Things, IoT, IoT security, network architecture, network nodes, Network-Security, neural nets, Neural networks, packet flows, pubcrawl, quality of service, Random Neural Networks, Routing, routing decisions, Scalability, SDN infrastructure, secure networks, secure SDN paths, security-aware routing, security-by-design concept, SerIoT, software defined networking, telecommunication network routing, telecommunication security, telecommunication traffic, trust relationships, Trust Routing |
| 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). |
| URL | https://ieeexplore.ieee.org/document/8822037 |
| DOI | 10.1109/ICFC.2019.00014 |
| Citation Key | nowak_cognitive_2019 |
- secure SDN paths
- packet flows
- pubcrawl
- quality of service
- Random Neural Networks
- Routing
- routing decisions
- Scalability
- SDN infrastructure
- secure networks
- Neural networks
- security-aware routing
- security-by-design concept
- SerIoT
- software defined networking
- telecommunication network routing
- telecommunication security
- telecommunication traffic
- trust relationships
- Trust Routing
- Europe
- cognitive radio
- Cognitive routing
- Cognitive-Packet-Network
- composability
- Computer crime
- computer network reliability
- computer network security
- dedicated networks
- energy criteria
- Cognitive Packet Networks mechanisms
- information security
- Internet of Things
- Internet-of-Things
- IoT
- IoT security
- network architecture
- network nodes
- Network-Security
- neural nets