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ManishaMahapatra1/Detection-of-Brute-Force-Attacks-in-End-to-End-Encrypted-Network-Traffic

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Approach_1:
 ** Includes zeek script for Destination-oriented and Origin-oriented detection of the attack **
 ** For each of the two sub-directories we have seperate script implementations for the 5 metrices under consideration **
 ** Required pcap file is present in pcap folder and must be copied to the sub-directories for executing the zeek script. **
   Command for executing zeek script:
   zeek -r smallfile <nameOfFile>.zeek
   The above command must be executed in the sub-directory where the specific zeek script is present.
   
Approach_2:
 Script Files:	
 ** The required scripts are present in the Approach_2/Scripts folder in the zipped folder **
 check.py contains the updated code for training the model and testing the model with the splited traffic csv data.

 DataSet Files:
 ** Inputs to the scripts are present in the Approach_2/DataSet folder in the zipped folder **

 Outputs Files:
 ** Includes the results for each of the sub-process specified in the script for the implementation i.e. features csv file, classifier model, comparison graph for precision and accuracy of the model in detection of Brute-force attack **

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