Data Analysis for Network Cyber-Security

書籍內容簡介

Unknown Unknown Contents Chapter 1. Inference for Graphs and Networks: Adapting Classical Tools to Modern Data 1 Chapter 2. Rapid Detection of Attacks in Computer Networks by Quickest Changepoint Detection Methods 33 Chapter 3. Statistical Detection of Intruders Within Computer Networks Using Scan Statistics 71 Chapter 4. Characterizing Dynamic Group Behavior in Social Networks for Cybernetics 105 Chapter 5. Several Approaches for Detecting Anomalies in Network Traffic Data 129 Chapter 6. Monito…