StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems.
Pavlos S. BouzinisPanagiotis I. Radoglou-GrammatikisIoannis MakrisThomas LagkasVasileios ArgyriouGeorgios Th. PapadopoulosPanayiotis SarigiannidisGeorge K. KaragiannidisPublished in: CoRR (2024)
Keyphrases
- data sets
- network security
- intrusion detection system
- data sources
- computer systems
- database
- training data
- data analysis
- intrusion detection
- data mining techniques
- machine learning
- learning algorithm
- computer networks
- unsupervised learning
- computer security
- data processing
- supervised learning
- probabilistic model
- pairwise
- social networks
- information retrieval
- databases