Development of Deep Packet Inspection System for Network Traffic Analysis and Intrusion Detection
- Resource Type
- Conference
- Authors
- Cheng, Zhihui; Beshley, Mykola; Beshley, Halyna; Kochan, Orest; Urikova, Oksana
- Source
- 2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET) Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET), 2020 IEEE 15th International Conference on. :877-881 Feb, 2020
- Subject
- Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Signal Processing and Analysis
IoT
Network traffic
Hurst parameter
DPI
information protocol.
- Language
One of the most important issues in the development of the Internet of Things (IoT) is network security. The deep packet inspection (DPI) is a promising technology that helps to detection and protection against network attacks. The DPI software system for IoT is developed in this paper. The system for monitoring and analyzing IoT traffic to detect anomalies and identify attacks based on Hurst parameter is proposed. This system makes it possible to determine the Hurst flow parameter at different intervals of observation. This system can be installed on a network provider to use more effectively the bandwidth.