This is the Linux app named Botnet Detectors Comparer whose latest release can be downloaded as BotnetDetectorsComparer-0.9.tgz. It can be run online in the free hosting provider OnWorks for workstations.
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Botnet Detectors Comparer
DESCRIPTION
Compares botnet detection methods by computing the error metrics by reading the labels on a NetFlow file. The original NetFlow should have a new column for the ground-truth label, and a new column with the prediction label for each botnet detection method.
This program computes all the error metrics (TPR, TNR, FPR, FNR, Precision, Accuracy, ErrorRate, FMeasure1, FMeasure2, FMeasure0.5) and output the comparison results. It also ouputs a png plot.
The program can compare in a flow-by-flow basis, or it can apply our new botnet detection error metrics, that is time-based, detects IP addresses instead of flows and it is weighted to favor sooner detections. See the paper for more details.
Audience
Science/Research, Security Professionals, Security
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/botnetdetectorscomparer/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
