GMM with parameters initialization based on SVD for network threat detection.
Yanping XuTingcong YeXin WangYuping LaiJian QiuLingjun ZhangXia ZhangPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- network parameters
- gaussian mixture model
- expectation maximization
- network model
- gaussian mixture
- automatic detection
- detection algorithm
- detection method
- singular value decomposition
- initial conditions
- em algorithm
- wireless sensor networks
- network traffic
- parameter space
- maximum likelihood
- radial basis function network
- detection rate
- computer networks
- k means
- image sequences
- gaussian mixture modeling
- detection accuracy
- parameter values
- communication networks
- network structure
- false positives
- peer to peer
- least squares
- feature vectors
- similarity measure