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Network Security with Netflow and IPFIX: Big Data Analytics for Information Security ,1st edition::9780134033525

Published by Cisco Press (September 8, 2015) © 2016

Omar Santos
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    ISBN-13: 9780134033525

    Network Security with Netflow and IPFIX: Big Data Analytics for Information Security ,1st edition

    Language: American English

    A comprehensive guide for deploying, configuring, and troubleshooting NetFlow and learning big data analytics technologies for cyber security

     

    Today’s world of network security is full of cyber security vulnerabilities, incidents, breaches, and many headaches. Visibility into the network is an indispensable tool for network and security professionals and Cisco NetFlow creates an environment where network administrators and security professionals have the tools to understand who, what, when, where, and how network traffic is flowing.

     

    Network Security with NetFlow and IPFIX is a key resource for introducing yourself to and understanding the power behind the Cisco NetFlow solution. Omar Santos, a Cisco Product Security Incident Response Team (PSIRT) technical leader and author of numerous books including the CCNA Security 210-260 Official Cert Guide, details the importance of NetFlow and demonstrates how it can be used by large enterprises and small-to-medium-sized businesses to meet critical network challenges. This book also examines NetFlow’s potential as a powerful network security tool.

     

    Network Security with NetFlow and IPFIX explores everything you need to know to fully understand and implement the Cisco Cyber Threat Defense Solution. It also provides detailed configuration and troubleshooting guidance, sample configurations with depth analysis of design scenarios in every chapter, and detailed case studies with real-life scenarios.

     

    You can follow Omar on Twitter: @santosomar

     

    • NetFlow and IPFIX basics
    • Cisco NetFlow versions and features
    • Cisco Flexible NetFlow
    • NetFlow Commercial and Open Source Software Packages
    • Big Data Analytics tools and technologies such as Hadoop, Flume, Kafka, Storm, Hive, HBase, Elasticsearch, Logstash, Kibana (ELK)
    • Additional Telemetry Sources for Big Data Analytics for Cyber Security
    • Understanding big data scalability
    • Big data analytics in the Internet of everything
    • Cisco Cyber Threat Defense and NetFlow
    • Troubleshooting NetFlow
    • Real-world case studies

     

     

        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