Browsing by Author "Bikovska, Daria H."

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    Investigation of Multilayer Neural Network Parameters for Determination of R2l Category Network Attacks
    (Sergeieva&Co, Karlsruhe, Germany, 2021) Pakhomova, Victoria M.; Bikovska, Daria H.
    ENG: To determine R2L network attacks, Python created the MLP software model using the open KDDCup database, which was used to study the values of accuracy and error from the number of neural network learning epochs based on various data: activation functions, hidden neurons, optimization methods. The optimal parameters and configuration of the neural network for detecting classes of network attacks are determined: Ftp_write, Guess_passwd, Imap, Multihop, Phf, Spy, Warezclient, Warezmaster.