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Showing 4 open source projects for "learning"
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Network Signature Manager (N.S.M) Lite
Manage your Snort rules with N.S.M.
N.S.M Lite is a simple and easy way to manage your signatures for your Snort based IDS/IPS implementation, which can improve IDS/IPS signature development for accurate detection of malicious malware. Additionally, N.S.M can be used a learning tool to help you understand the complex nature of Intrusion Detection and/or Prevention (IDP) signatures for the Snort platform. -
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Virtual Botmaster
Simulate Botnet NetFlow traffic for research analysis
Simulate Botnet NetFlow traffic for research analysis -
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Botnet Detectors Comparer
Compares botnet detection methods
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... -
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A packet dissector driven by machine learning algorithms. You train it to recognize specific types of packets by showing it examples and counterexamples of some packet type, and it will figure out which bits in the packet define it as the type you seek.
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