Multi-task federated learning-based system anomaly detection and multi-classification for microservices architecture.
Junfeng HaoPeng ChenJuan ChenXi LiPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- anomaly detection
- multi task
- learning tasks
- multi task learning
- unsupervised learning
- supervised learning
- intrusion detection
- multiple tasks
- learning algorithm
- learning process
- multitask learning
- learning problems
- detecting anomalies
- gaussian processes
- classification accuracy
- support vector machine
- machine learning
- intrusion detection system
- network intrusion detection
- connectionist systems
- prior knowledge
- feature selection
- text classification
- multi class
- pattern recognition
- reinforcement learning
- decision trees
- computer vision
- sparse learning
- negative selection algorithm
- network traffic
- probabilistic model
- feature vectors
- object recognition
- data sets