Enhancing Network Security Through Granular Computing: A Clustering-by-Time Approach to NetFlow Traffic Analysis.
Mikolaj KomisarekMarek PawlickiSalvatore D'AntonioRafal KozikAleksandra PawlickaMichal ChorasPublished in: ARES (2024)
Keyphrases
- traffic analysis
- network security
- granular computing
- rough sets
- intrusion detection
- information processing
- soft computing
- anomaly detection
- computer networks
- rough set theory
- network traffic
- intrusion detection system
- fuzzy sets
- information security
- data mining
- unsupervised learning
- k means
- machine learning
- traffic data
- internet traffic
- data analysis
- real time
- artificial neural networks
- decision trees