Evolving cybersecurity frontiers: A comprehensive survey on concept drift and feature dynamics aware machine and deep learning in intrusion detection systems.
Methaq A. ShyaaNoor Farizah IbrahimZurinahni ZainolRosni AbdullahMohammed AnbarLaith AlzubaidiPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- concept drift
- deep learning
- intrusion detection system
- intrusion detection
- data streams
- anomaly detection
- unsupervised learning
- network traffic
- network intrusion detection
- change detection
- data distribution
- non stationary
- alert correlation
- feature vectors
- classification algorithm
- intrusion prevention
- mental models
- data mining techniques
- weakly supervised
- machine learning
- training set
- data mining
- computer systems
- data processing
- support vector machine