Pdf document of documentation of previous research paper on a graph representation of anomalies: http://users.csc.tntech.edu/~weberle/EberleIDA07.pdf http://ailab.wsu.edu/subdue/papers/NobleKDD03.pdf

Software: http://users.csc.tntech.edu/~weberle/gbad/thankyou.html

Vast Challenge: The complete data set used throughout this research can be found in the link below. https://www.cs.umd.edu/hcil/varepository/VAST%20Challenge%202011/challenges/MC2%20-%20Computer%20Networking%20Operations/

This research project only uses the day one of the firewall logs from 13/Apr/2011 08:52:52 -- 13/Apr/2011 11:50:59 for the testing process. Please read the research paper for more info

Folder System: Code - holds the python script for the web traffic parser script and a sample data set Data Descript - documentation describing the data GBAD - the graph-based anomaly detection tool that uses a compression algorithm to find anomalies Related Research Paper - other papers related to graph-based anomaly detection methods, DoS attack detection methods, etc. Research Paper - holds the research paper