An Intrusion Detection System for SDN Using Machine Learning

Author:

Logeswari G.,Bose S.,Anitha T.

Publisher

Computers, Materials and Continua (Tech Science Press)

Subject

Artificial Intelligence,Computational Theory and Mathematics,Theoretical Computer Science,Software

Reference20 articles.

1. Network anomaly detection using light GBM: A gradient boosting classifier;Islam,2020

2. Building an effective intrusion detection system by using hybrid data optimization based on machine learning algorithms;Ren;Security and Communication Networks,2019

3. An intelligent system for preventing SSL stripping-based session hijacking attacks;Jonas,2019

4. OpenFlow: Enabling innovation in campus networks;McKeown;ACM SIGCOMM Computer Communication Review,2008

5. Towards secure and dependable software-defined networks;Kreutz,2013

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2. Effective Contract-Net-Based Intrusion Detection Using Intelligent Agent-Based Systems;Computational Intelligence and Mathematics for Tackling Complex Problems 5;2024

3. A Survey of Deep Learning Technologies for Intrusion Detection in Internet of Things;IEEE Access;2024

4. Cyberattack defense mechanism using deep learning techniques in software-defined networks;International Journal of Information Security;2023-12-15

5. An intrusion detection method combining Bayesian optimization and LightGBM;International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023);2023-12-07

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