Using Gaussian Mixture Models to Detect Outliers in Seasonal Univariate Network Traffic

Aarthi Reddy, Meredith Ordway-West, Melissa Lee, Matt Dugan, Joshua Whitney, Ronen Kahana, Brad Ford, Johan Muedsam, Austin Henslee, Max Rao. Using Gaussian Mixture Models to Detect Outliers in Seasonal Univariate Network Traffic. In 2017 IEEE Security and Privacy Workshops, SP Workshops 2017, San Jose, CA, USA, May 25, 2017. pages 229-234, IEEE Computer Society, 2017. [doi]

@inproceedings{ReddyOLDWKFMHR17,
  title = {Using Gaussian Mixture Models to Detect Outliers in Seasonal Univariate Network Traffic},
  author = {Aarthi Reddy and Meredith Ordway-West and Melissa Lee and Matt Dugan and Joshua Whitney and Ronen Kahana and Brad Ford and Johan Muedsam and Austin Henslee and Max Rao},
  year = {2017},
  doi = {10.1109/SPW.2017.9},
  url = {http://doi.ieeecomputersociety.org/10.1109/SPW.2017.9},
  researchr = {https://researchr.org/publication/ReddyOLDWKFMHR17},
  cites = {0},
  citedby = {0},
  pages = {229-234},
  booktitle = {2017 IEEE Security and Privacy Workshops, SP Workshops 2017, San Jose, CA, USA, May 25, 2017},
  publisher = {IEEE Computer Society},
  isbn = {978-1-5386-1968-1},
}