Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions.
Shaashwat AgrawalSagnik SarkarOns AouediGokul YenduriKandaraj PiamratSweta BhattacharyaPraveen Kumar Reddy MaddikuntaThippa Reddy GadekalluPublished in: CoRR (2021)
Keyphrases
- future directions
- lessons learned
- intrusion detection system
- current challenges
- active learning
- learning algorithm
- intrusion detection
- open questions
- learning process
- data sources
- anomaly detection
- attack detection
- current trends
- network intrusion detection
- network security
- reinforcement learning
- network traffic
- data management
- supervised learning
- knowledge discovery
- database systems
- multimedia
- e learning