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YouTube Flow Patterns - The Web Proxy Perspective
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YouTube videos curated by Class Central.
Classroom Contents
I Know What You Saw Last Minute - The Chrome Browser Case
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- 1 Intro
- 2 Motivation
- 3 The Scenario
- 4 Brief Partial Overview of SSL/TLS
- 5 How Can "I Know What You Saw"? 1. How are YouTube videos encoded?
- 6 Introduction To HTTP Adaptive Streaming (HAS)
- 7 YouTube Encrypted Network Traffic
- 8 YouTube Flow Patterns - The Web Proxy Perspective
- 9 YouTube HTTP Byte Range
- 10 Related Works
- 11 Proposed Machine Learning Solution 1. Traffic Analysis
- 12 BPP Index Vs Download Copy
- 13 Pre-Processing
- 14 Proposed algorithms 1. Support Vector Machines (SVM) with Radial Basis Function (RBF) . With a BPP feature vector
- 15 SVM with Radial Basis Function (RBF) Kernel
- 16 BPP Set Feature
- 17 NN Algorithm • Similarity score between two BPP-sets is the cardinality of the intersection set
- 18 Classification Accuracy
- 19 Confusion Matrices
- 20 Ongoing Results
