Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP. andCong Wang, M. K., Papadimitriou, G., Mandal, A., & Deelman, E. Machine Learning, 2020. Funding Acknowledgments: DOE DESC0012636![Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP [link]](https://bibbase.org/img/filetypes/link.svg "link")
Paper doi bibtex @article{kiran-ml-2020,
author = {Mariam Kiran andCong Wang and George Papadimitriou and Anirban Mandal and Ewa Deelman},
date-added = {2021-01-26 12:46:59 -0800},
date-modified = {2021-01-26 12:46:59 -0800},
doi = {10.1007/s10994-020-05870-y},
issn = {1573-0565},
journal = {Machine Learning},
note = {Funding Acknowledgments: DOE DESC0012636},
title = {Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP},
url = {https://doi.org/10.1007/s10994-020-05870-y},
year = {2020},
Bdsk-Url-1 = {https://doi.org/10.1007/s10994-020-05870-y}}
Downloads: 0
{"_id":"XZMB2ysKGkCNyYwbu","bibbaseid":"andcongwang-papadimitriou-mandal-deelman-detectinganomalouspacketsinnetworktransfersinvestigationsusingpcaautoencoderandisolationforestintcp-2020","author_short":["andCong Wang, M. K.","Papadimitriou, G.","Mandal, A.","Deelman, E."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Mariam","Kiran"],"propositions":["andCong"],"lastnames":["Wang"],"suffixes":[]},{"firstnames":["George"],"propositions":[],"lastnames":["Papadimitriou"],"suffixes":[]},{"firstnames":["Anirban"],"propositions":[],"lastnames":["Mandal"],"suffixes":[]},{"firstnames":["Ewa"],"propositions":[],"lastnames":["Deelman"],"suffixes":[]}],"date-added":"2021-01-26 12:46:59 -0800","date-modified":"2021-01-26 12:46:59 -0800","doi":"10.1007/s10994-020-05870-y","issn":"1573-0565","journal":"Machine Learning","note":"Funding Acknowledgments: DOE DESC0012636","title":"Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP","url":"https://doi.org/10.1007/s10994-020-05870-y","year":"2020","bdsk-url-1":"https://doi.org/10.1007/s10994-020-05870-y","bibtex":"@article{kiran-ml-2020,\n\tauthor = {Mariam Kiran andCong Wang and George Papadimitriou and Anirban Mandal and Ewa Deelman},\n\tdate-added = {2021-01-26 12:46:59 -0800},\n\tdate-modified = {2021-01-26 12:46:59 -0800},\n\tdoi = {10.1007/s10994-020-05870-y},\n\tissn = {1573-0565},\n\tjournal = {Machine Learning},\n\tnote = {Funding Acknowledgments: DOE DESC0012636},\n\ttitle = {Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP},\n\turl = {https://doi.org/10.1007/s10994-020-05870-y},\n\tyear = {2020},\n\tBdsk-Url-1 = {https://doi.org/10.1007/s10994-020-05870-y}}\n\n","author_short":["andCong Wang, M. K.","Papadimitriou, G.","Mandal, A.","Deelman, E."],"bibbaseid":"andcongwang-papadimitriou-mandal-deelman-detectinganomalouspacketsinnetworktransfersinvestigationsusingpcaautoencoderandisolationforestintcp-2020","role":"author","urls":{"Paper":"https://doi.org/10.1007/s10994-020-05870-y"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://bibbase.org/f/ZMaacohF96s5ZkH2J/deelman-isi-edu.bib","dataSources":["4Boi9bo9jXNNnEpLc"],"keywords":[],"search_terms":["detecting","anomalous","packets","network","transfers","investigations","using","pca","autoencoder","isolation","forest","tcp","andcong wang","papadimitriou","mandal","deelman"],"title":"Detecting Anomalous Packets in Network Transfers: Investigations using PCA, Autoencoder and Isolation Forest in TCP","year":2020}