FIDS: Detecting DDoS Through Federated Learning Based Method.
Jingyi LiZikai ZhangYidong LiXinyue GuoHuifang LiPublished in: TrustCom (2021)
Keyphrases
- neural nets
- learning algorithm
- experimental evaluation
- prior knowledge
- significant improvement
- detection method
- online learning
- neural network
- learning scheme
- computational complexity
- cost function
- high precision
- learning systems
- synthetic data
- clustering method
- detection algorithm
- unsupervised learning
- supervised learning
- probabilistic model
- learning problems
- preprocessing
- learning tasks
- learning mechanism
- segmentation method
- input data
- computational cost
- similarity measure
- image sequences
- image segmentation