R-IDPS: Real time SDN based IDPS system for IoT security

Noman Mazhar,Rosli Salleh,Muhammad Zeeshan,M. Muzaffar Hameed,Nauman Khan

2021 IEEE 18th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET)（2021）

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摘要

Internet of things increases the automation pace of the world but at the same time, IoT poses many security challenges for the industry. Intrusion detection and prevention systems have dominated the market for security in conventional networks. The challenge to IDPS is huge resource utilization and imparting performance penalties. Also, real-time training of detection machine learning models has b...

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关键词

Training,Support vector machines,Performance evaluation,Intrusion detection,Machine learning,Feature extraction,Real-time systems

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