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Introduction to Network Data Analysis
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A brief introduction to data analysis of network traffic.
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Tools for Data Analysis
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Discussion of the wide range of tools that can be used for traffic analysis.
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Scapy Demo
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Demonstration of some of the features of scapy, Python’s PCAP analysis package.
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Connection Analysis
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Discussion of connection analysis and its uses for network traffic analysis.
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Statistical Analysis
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Discussion of statistical analysis, some techniques and its uses for network traffic analysis.
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Event-Based Analysis
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Discussion of event-based analysis and its uses for network traffic analysis.
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YARA Demo
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Demonstration of the use of YARA rules with scapy for packet capture analysis.
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Snort Demo
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Demonstration of the use of Python to generate Snort signatures for network traffic analysis.
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Syllabus
Syllabus
Course description
Having access to network traffic data is of very limited value without the ability to analyze it. In this course, you will learn about connection-based analysis, statistical analysis and event-based analysis, their relative pros and cons for different mon
Meet the author
Howard Poston is a cybersecurity researcher with a background in blockchain, cryptography and malware analysis. He has a master’s degree in Cyber Operations from the Air Force Institute of Technology and two years of experience in cybersecurity research and development at Sandia National Labs. He currently works as a freelance consultant providing training and content creation for cyber and blockchain security. He can be reached by email at howard.poston@gmail.com or via his website at https://www.howardposton.com.
Associated NICE Work Roles
All Infosec training maps directly to the NICE Workforce Framework for Cybersecurity to guide you from beginner to expert across 52 Work Roles.
- All-Source Analyst
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- Target Developer
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