My First Research Paper: “Intrusion Detection with Probabilistic Neural Network: Comparative Analysis”

Previses months, I presented my first academic presentation on “International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES’18)” at Karabuk University, Safranbolu. My presentation title is “Intrusion Detection with Probabilistic Neural Network: Comparative Analysis”. A significant experience for me. My paper abstract below;

Abstract: The use of machine learning techniques has significantly increased recently. The classification of normal or abnormal situations in network traffic is successfully applied with machine learning techniques. It is possible to encounter False Positive situations during the classification process. With Probabilistic Neural Network (PNN) model, it is aimed to explore the intrusion and its types within network traffic with probabilistic distribution. Knowledge Discovery Dataset (KDD99) will be used in this study.

Keywords: Probabilistic Neural Network, Intrusion Detection, KDD99

Image for post

I shared my paper and app below links.

Source code: https://github.com/ibrahimatay/kddanalyzer

Paper (481p.): http://icatces.org/home_files/proceeding_book_2018.pdf

Written by

Software Architect, Enterprise Agile Coach, Informatics Enthusiast #SoftwareArchitecture #EnterpriseArchitecture #DevOps #LeanEnterprise

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store