Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner.
Methaq A. ShyaaZurinahni ZainolRosni AbdullahMohammed AnbarLaith AlzubaidiJosé SantamaríaPublished in: Sensors (2023)
Keyphrases
- incremental learning
- data stream classification
- intrusion detection
- genetic programming
- concept drift
- intrusion detection system
- anomaly detection
- network traffic
- streaming data
- network intrusion detection
- learning process
- supervised learning
- non stationary
- data mining
- batch learning
- semi supervised
- alert correlation
- data streams
- data stream mining
- feature extraction
- computer vision
- image processing
- classification algorithm
- data mining techniques
- feature vectors
- reinforcement learning