Produktbild: Network Security with NetFlow and IPFIX: Big Data Analytics for Information Security
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Network Security with NetFlow and IPFIX: Big Data Analytics for Information Security

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

23.09.2024

Verlag

Pearson Studium

Seitenzahl

320

Maße (L/B/H)

23,5/19,5/1,8 cm

Gewicht

526 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-58714-438-7

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

23.09.2024

Verlag

Pearson Studium

Seitenzahl

320

Maße (L/B/H)

23,5/19,5/1,8 cm

Gewicht

526 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-58714-438-7

Herstelleradresse


Email: info@bod.de

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  • Produktbild: Network Security with NetFlow and IPFIX: Big Data Analytics for Information Security
  • Introduction xvi

    Chapter 1 Introduction to NetFlow and IPFIX 1

    Introduction to NetFlow 1

    The Attack Continuum 2

    The Network as a Sensor and as an Enforcer 3

    What Is a Flow? 4

    NetFlow Versus IP Accounting and Billing 6

    NetFlow for Network Security 7

    Anomaly Detection and DDoS Attacks 8

    Data Leak Detection and Prevention 9

    Incident Response and Network Security Forensics 9

    Traffic Engineering and Network Planning 14

    IP Flow Information Export 15

    IPFIX Architecture 16

    IPFIX Mediators 17

    IPFIX Templates 17

    Option Templates 19

    Introduction to the Stream Control Transmission Protocol (SCTP) 19

    Supported Platforms 20

    Introduction to Cisco Cyber Threat Defense 21

    Cisco Application Visibility and Control and NetFlow 22

    Application Recognition 22

    Metrics Collection and Exporting 23

    Management and Reporting Systems 23

    Control 23

    Deployment Scenarios 24

    Deployment Scenario: User Access Layer 24

    Deployment Scenario: Wireless LAN 25

    Deployment Scenario: Internet Edge 26

    Deployment Scenario: Data Center 28

    Public, Private, and Hybrid Cloud Environments 32

    Deployment Scenario: NetFlow in Site-to-Site and Remote VPNs 33

    NetFlow Remote-Access VPNs 33

    NetFlow Site-to-Site VPNs 34

    NetFlow Collection Considerations and Best Practices 35

    Determining the Flows per Second and Scalability 36

    Summary 37

    Chapter 2 Cisco NetFlow Versions and Features 39

    NetFlow Versions and Respective Features 39

    NetFlow v1 Flow Header Format and Flow Record Format 40

    NetFlow v5 Flow Header Format and Flow Record Format 41

    NetFlow v7 Flow Header Format and Flow Record Format 42

    NetFlow Version 9 43

    NetFlow and IPFIX Comparison 57

    Summary 57

    Chapter 3 Cisco Flexible NetFlow 59

    Introduction to Cisco’s Flexible NetFlow 59

    Simultaneous Application Tracking 60

    Flexible NetFlow Records 61

    Flexible NetFlow Key Fields 61

    Flexible NetFlow Non-Key Fields 63

    NetFlow Predefined Records 65

    User-Defined Records 65

    Flow Monitors 65

    Flow Exporters 65

    Flow Samplers 66

    Flexible NetFlow Configuration 66

    Configure a Flow Record 67

    Configuring a Flow Monitor for IPv4 or IPv6 69

    Configuring a Flow Exporter for the Flow Monitor 71

    Applying a Flow Monitor to an Interface 73

    Flexible NetFlow IPFIX Export Format 74

    Summary 74

    Chapter 4 NetFlow Commercial and Open Source Monitoring and Analysis Software Packages 75

    Commercial NetFlow Monitoring and Analysis Software Packages 75

    Lancope’s StealthWatch Solution 76

    Plixer’s Scrutinizer 79

    Open Source NetFlow Monitoring and Analysis Software Packages 80

    NFdump 81

    NfSen 86

    SiLK 86

    SiLK Configuration Files 87

    Filtering, Displaying, and Sorting NetFlow Records with SiLK 87

    SiLK’s Python Extension 88

    Counting, Grouping, and Mating NetFlow Records with Silk 88

    SiLK IPset, Bag, and Prefix Map Manipulation Tools 88

    IP and Port Labeling Files 89

    SiLK Runtime Plug-Ins 89

    SiLK Utilities for Packet Capture and IPFIX Processing 90

    Utilities to Detect Network Scans 90

    SiLK Flow File Utilities 90

    Additional SiLK Utilities 91

    Elasticsearch, Logstash, and Kibana Stack 92

    Elasticsearch 92

    Logstash 92

    Kibana 93

    Elasticsearch Marvel and Shield 94

    ELK Deployment Topology 94

    Installing ELK 95

    Installing Elasticsearch 96

    Install Kibana 105

    Installing Nginx 106

    Install Logstash 107

    Summary 109

    Chapter 5 Big Data Analytics and NetFlow 111

    Introduction to Big Data Analytics for Cyber Security 111

    What Is Big Data? 111

    Unstructured Versus Structured Data 112

    Extracting Value from Big Data 113

    NetFlow and Other Telemetry Sources for Big Data Analytics for Cyber Security 114

    OpenSOC 115

    Hadoop 116

    HDFS 117

    Flume 119

    Kafka 120

    Storm 121

    Hive 122

    Elasticsearch 123

    HBase 124

    Third-Party Analytic Tools 125

    Other Big Data Projects in the Industry 126

    Understanding Big Data Scalability: Big Data Analytics in the Internet of Everything 127

    Summary 128

    Chapter 6 Cisco Cyber Threat Defense and NetFlow 129

    Overview of the Cisco Cyber Threat Defense Solution 129

    The Attack Continuum 130

    Cisco CTD Solution Components 131

    NetFlow Platform Support 133

    Traditional NetFlow Support in Cisco IOS Software 133

    NetFlow Support in Cisco IOS-XR Software 135

    Flexible NetFlow Support 135

    NetFlow Support in Cisco ASA 140

    Deploying the Lancope StealthWatch System 140

    Deploying StealthWatch FlowCollectors 142

    StealthWatch FlowReplicators 146

    StealthWatch Management Console 146

    Deploying NetFlow Secure Event Logging in the Cisco ASA 148

    Deploying NSEL in Cisco ASA Configured for Clustering 151

    Unit Roles and Functions in Clustering 152

    Clustering NSEL Operations 152

    Configuring NSEL in the Cisco ASA 153

    Configuring NSEL in the Cisco ASA Using ASDM 153

    Configuring NSEL in the Cisco ASA Using the CLI 155

    NSEL and Syslog 156

    Defining the NSEL Export Policy 157

    Monitoring NSEL 159

    Configuring NetFlow in the Cisco Nexus 1000V 160

    Defining a Flow Record 161

    Defining the Flow Exporter 162

    Defining a Flow Monitor 163

    Applying the Flow Monitor to an Interface 164

    Configuring NetFlow in the Cisco Nexus 7000 Series 164

    Configuring the Cisco NetFlow Generation Appliance 166

    Initializing the Cisco NGA 166

    Configuring NetFlow in the Cisco NGA via the GUI 168

    Configuring NetFlow in the Cisco NGA via the CLI 169

    Additional Cisco CTD Solution Components 171

    Cisco ASA 5500-X Series Next-Generation Firewalls and the Cisco ASA with FirePOWER Services 171

    Next-Generation Intrusion Prevention Systems 172

    FireSIGHT Management Center 173

    AMP for Endpoints 173

    AMP for Networks 176

    AMP Threat Grid 176

    Email Security 177

    Email Security Appliance 177

    Cloud Email Security 179

    Cisco Hybrid Email Security 179

    Web Security 180

    Web Security Appliance 180

    Cisco Content Security Management Appliance 184

    Cisco Cloud Web Security 185

    Cisco Identity Services Engine 186

    Summary 187

    Chapter 7 Troubleshooting NetFlow 189

    Troubleshooting Utilities and Debug Commands 189

    Troubleshooting NetFlow in Cisco IOS and Cisco IOS XE Devices 194

    Cisco IOS Router Flexible NetFlow Configuration 195

    Troubleshooting Communication Problems with the NetFlow Collector 201

    Additional Useful Troubleshooting Debug and Show Commands 204

    Verifying a Flow Monitor Configuration 204

    Displaying Flow Exporter Templates and Export IDs 207

    Debugging Flow Records 212

    Preventing Export Storms with Flexible NetFlow 213

    Troubleshooting NetFlow in Cisco NX-OS Software 214

    Troubleshooting NetFlow in Cisco IOS-XR Software 217

    Flow Exporter Statistics and Diagnostics 219

    Flow Monitor Statistics and Diagnostics 222

    Displaying NetFlow Producer Statistics in Cisco IOS-XR 226

    Additional Useful Cisco IOS-XR Show Commands 228

    Troubleshooting NetFlow in the Cisco ASA 228

    Troubleshooting NetFlow in the Cisco NetFlow Generation Appliance 235

    Gathering Information About Configured NGA Managed Devices 235

    Gathering Information About the Flow Collector 236

    Gathering Information About the Flow Exporter 237

    Gathering Information About Flow Records 237

    Gathering Information About the Flow Monitor 238

    Show Tech-Support 239

    Additional Useful NGA show Commands 245

    Summary 246

    Chapter 8 Case Studies 247

    Using NetFlow for Anomaly Detection and Identifying DoS Attacks 247

    Direct DDoS Attacks 248

    Reflected DDoS Attacks 248

    Amplification Attacks 249

    Identifying DDoS Attacks Using NetFlow 250

    Using NetFlow in Enterprise Networks to Detect DDoS Attacks 250

    Using NetFlow in Service Provider Networks to Detect DDoS Attacks 253

    Using NetFlow for Incident Response and Forensics 254

    Credit Card Theft 254

    Theft of Intellectual Property 259

    Using NetFlow for Monitoring Guest Users and Contractors 262

    Using NetFlow for Capacity Planning 267

    Using NetFlow to Monitor Cloud Usage 269

    Summary 271

    TOC, 9781587144387, 8/25/2015