基于数据分析的网络安全(影印版第2版)(英文版) pmlz 2025 pdf 下载 kindle mobi docx 百度云

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Preface

Part Ⅰ. Data

1. Organizing Data: Vantage, Domain, Action, and Validity

Domain

Vantage

Choosing Vantage

Actions: What a Sensor Does with Data

Validity and Action

Internal Validity

External Validity

Construct Validity

Statistical Validity

Attacker and Attack Issues

Further Reading

2. Vantage: Understanding Sensor Placement in Networks

The Basics of Network Layering

Network Layers and Vantage

Network Layers and Addressing

MAC Addresses

IPv4 Format and Addresses

IPv6 Format and Addresses

Validity Challenges from Middlebox Network Data

Further Reading

3. Sensors in the Network Domain

Packet and Frame Formats

Rolling Buffers

Limiting the Data Captured from Each Packet

Filtering Specific Types of Packets

What If It''s Not Ethernet?

NetFlow

NetFlow v5 Formats and Fields

NetFlow Generation and Collection

Data Collection via IDS

Classifying IDSs

IDS as Classifier

Improving IDS Performance

Enhancing IDS Detection

Configuring Snort

Enhancing IDS Response

Prefetching Data

Middlebox Logs and Their Impact

VPN Logs

Proxy Logs

NAT Logs

Further Reading

4. Data in the Service Domain

What and Why

Logfiles as the Basis for Service Data

Accessing and Manipulating Logfiles

The Contents of Logfiles

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