Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System.
Suzan HajjJoseph AzarJacques Bou AbdoJacques DemerjianAbdallah MakhoulDominique GinhacPublished in: DSAA (2023)
Keyphrases
- lightweight
- ensemble learning
- intrusion detection system
- cross layer
- intrusion detection
- video streaming
- wireless networks
- routing protocol
- network security
- application layer
- mobile ad hoc networks
- anomaly detection
- computer networks
- quality of service
- generalization ability
- ensemble methods
- network traffic
- management system
- wireless sensor networks
- dos attacks
- computer systems
- random forest
- base classifiers
- concept drift
- data analysis
- information security
- mobile devices
- similarity measure
- web services
- learning algorithm
- data sources
- distributed systems
- feature selection