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EIEIO / DATA SCIENCE

Network Data Extraction

Course outline

5 days

Duration

Network Data Extraction

5 days

Module 1: Introduction to Network Data Extraction

  • Overview of network data extraction and its importance in cybersecurity
  • Legal and ethical considerations in network packet analysis

Module 2: Fundamentals of Network Traffic

  • Understanding the OSI model and network protocols (TCP/IP, HTTP, DNS, etc.)
  • Basics of network packet structures and formats

Module 3: Capturing Network Traffic

  • Introduction to packet capture tools (Wireshark, tcpdump, etc.)
  • Configuring and utilizing packet capture filters

Module 4: Analyzing Captured Data

  • Interpretation of network packet data
  • Analyzing headers, payloads, and metadata within captured packets

Module 5: Protocol Analysis

  • Deep dive into protocol analysis for common network protocols
  • Recognizing normal vs. abnormal network behavior through protocol analysis

Module 6: Advanced Packet Analysis Techniques

  • Flow analysis and session reconstruction
  • Extracting and analyzing encrypted traffic

Module 7: Filtering and Searching Techniques

  • Using filters and search functions in network data extraction tools
  • Filtering traffic based on various criteria (IP, port, protocol, etc.)

Module 8: Extracting Metadata and Artifacts

  • Extracting useful metadata and artifacts from network traffic
  • Identifying patterns and anomalies in metadata

Module 9: Intrusion Detection and Network Security

  • Using network data extraction for intrusion detection and prevention
  • Recognizing and mitigating network security threats

Module 10: Visualization and Reporting

  • Data visualization techniques for network traffic analysis
  • Creating comprehensive reports and visual representations of network data

Module 11: Real-world Applications and Case Studies

  • Analyzing real-world network scenarios using network data extraction tools
  • Case studies demonstrating the application of network data extraction in cybersecurity incidents.

Programme scope, delivery arrangements and suitability are confirmed during enquiry.