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Traffic Classifier README: The traffic classifier works in 4 steps: Automatic browsing for data collection Turning the pcap files into csv triplets Applying countermeasures to the csv Feature extraction and classification Automatic Browsing: This step can be done by following the instructions inside of auto_browser followed by the instructions in prepare. This step is not fully automated since it needs to be run very rarely. Once you have a dataset, there should be no need to go through auto_browser or prepare unless you need a new one. Triplet Extraction: This step can be done inside of triplet_extractor. Like the last step, it only has to be done once per dataset, so it does not need to be run frequently. Countermeasures: This step is optional. It takes a triplet file and modifies it by applying one of the countermeasure functions to it. Feature Extraction and Classification: This step uses the multiple feature extraction functions to extract the features from the triplet file and convert it to a csv for use with libSVM.
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