public void EPIselfTest()
{
this.FrameworkController.ProcessCapture(this.PrepareCaptureForProcessing(SnoopersPcaps.Default.app_identification_testM2_cap));
var appIdentDataSource = this.AppIdentService.CreateAppIdentDataSource(this.L7Conversations);
var epiEvaluator = new EPIEvaluator(new FeatureSelector());
epiEvaluator.CreateApplicationProtocolModels(appIdentDataSource.TrainingSet);
var precMeasure = epiEvaluator.ComputeStatistics(appIdentDataSource.TrainingSet);
var consoleDefaultColor = Console.ForegroundColor;
Console.ForegroundColor = consoleDefaultColor;
Console.WriteLine("################# Procotol model details: ####################");
epiEvaluator.PrintProtocolModels();
Console.WriteLine("################# Procotol similarities: ####################");
epiEvaluator.AgregateProtocolModels();
Console.WriteLine("################# Summary: ####################");
precMeasure.PrintResults();
//applicationProtocolModelEvaluator.PrintCsvProtocolModels();
this.AppIdentService.SaveStatisticsToxml("testMeasure.xml", precMeasure);
}
public ApplicationProtocolClassificationStatisticsMeter EpiTestBase(
string pcapFilePath,
double trainingToClassifyingRatio,
out EPIEvaluator epiEvaluator,
int minFlows = 1)
{
this.ProcessPcapFile(pcapFilePath);
var appIdentDataSource = this.AppIdentService.CreateAppIdentDataSource(this.L7Conversations, minFlows, trainingToClassifyingRatio);
return(this.AppIdentService.EpiClasify(appIdentDataSource, new FeatureSelector(), out epiEvaluator));
}
public ApplicationProtocolClassificationStatisticsMeter EpiClasify(
AppIdentDataSource appIdentDataSource,
FeatureSelector featureSelector,
out EPIEvaluator epiEvaluator,
AppIdentTestContext appIdentTestContext = null)
{
//this.CreateDatasetAndTestset(appIdentDataSource, trainingToVerificationRatio, out var trainingSet, out var verificationSet);
epiEvaluator = new EPIEvaluator(featureSelector);
epiEvaluator.CreateApplicationProtocolModels(appIdentDataSource.TrainingSet);
var precMeasure = epiEvaluator.ComputeStatistics(appIdentDataSource.VerificationSet);
appIdentTestContext?.Save(precMeasure);
return(precMeasure);
}
private static void ShowResultsInApp(EPIEvaluator appProtoModelEval, ApplicationProtocolClassificationStatisticsMeter epiprecMeasure, ApplicationProtocolClassificationStatisticsMeter mlprecMeasure)
{
WrapperWindow mainView = null;
var t = new Thread(() =>
{
mainView = new WrapperWindow
{
DataContext = new AppIdentMainVm(appProtoModelEval, epiprecMeasure, mlprecMeasure)
};
// Initiates the dispatcher thread shutdown when the mainView closes
mainView.Closed += (s, e) => mainView.Dispatcher.InvokeShutdown();
mainView.Show();
// Makes the thread support message pumping
System.Windows.Threading.Dispatcher.Run();
});
// Configure the thread
t.SetApartmentState(ApartmentState.STA);
t.Start();
t.Join();
}
