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eece655-final-project

In this project, we implement an NMAP-attack live detection system, powered by a FCNN detector and a Random Forest classifier.

Install guide

  1. First, you will need to install the kdd99_feature_extractor tool by following the instructions here
  2. Next, clone the project into a directory of your choice <path-to-project> and navigate to it
  3. Execute bash install.sh

Running the tool

  1. Navigate to the directory containing the tool (default is ~/kdd99_feature_extraction).
  2. Execute bash run-detect.sh

Training the models

Refer to classifier/README.md

Authors

  • Fouad Trad
  • Saiid El Hajj Chehade
  • Adam Hazimeh
  • Abdel Rahman

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