8. Semi-Supervised Learning BitTorrent Traffic Detection - Distributed Networks [Book]

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Semi-Supervised Learning BitTorrent Traffic Detection

Raymond Siulai Wong, Teng-Sheng Wong and Melody Wong

CONTENTS

8.1 Introduction

8.1.1 BT Protocol

8.1.2 Detecting BT Traffic: Why?

8.2 Related Works

8.2.1 Port-Based Detection

8.2.2 DPI-Based Detection

8.2.3 DFI-Based Detection

8.2.4 Combination of DPI and DFI

8.2.5 Other Detection Methods

8.3 Proposed System: Intelligent Combination

8.3.1 Offline Training Module

8.3.2 Online Classification Module

8.3.2.1 Databases

8.3.2.2 Online Classification Module Description

8.3.3 Strengths of Intelligent Combination System

8.3.4 Comparison with Other Methods

8.4 Performance Evaluation

8.4.1 Experiment Setup

8.4.1.1 Ground Truth Generation

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