DeepSec 2021 Talk: Real-Time Deep Packet Inspection Intrusion Detection System for Software Defined 5G Networks – Dr. Razvan Bocu

Sanna/ September 2, 2021/ Conference

The world of the Internet of Things apparently becomes fundamental for the envisioned always connected human society. The 5G data networks are expected to dramatically improve the existing 4G networks’ real world importance, which makes them particularly necessary for the next generation networks of IoT devices. This talk reports the authors experience, which was acquired during the implementation of the Vodafone Romania 5G networked services. Consequently, this blogpost about our talk describes a machine learning-based real time intrusion detection system, which has been effectively tested in the context of a 5G data network. The system is based on the creation of software defined networks, and it uses artificial intelligence based models for the deep inspection of the transferred data packets. It is able to detect unknown intrusions through the usage of machine learning-based software

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