Federated and Transfer Learning-Empowered Intrusion Detection for IoT Applications.
Yazan OtoumVinay ChamolaAmiya NayakPublished in: IEEE Internet Things Mag. (2022)
Keyphrases
- transfer learning
- intrusion detection
- intrusion detection system
- learning tasks
- knowledge transfer
- anomaly detection
- labeled data
- network security
- reinforcement learning
- transfer knowledge
- machine learning
- network traffic
- cross domain
- active learning
- network intrusion detection
- collaborative filtering
- detecting anomalous
- learning algorithm
- high detection rate
- semi supervised learning
- data mining
- text categorization
- machine learning algorithms
- cloud computing
- text classification
- alert correlation
- database
- information security
- data sources
- unlabeled data
- feature selection
- intrusion prevention
- pairwise
- metadata
- real world