Network Activity and Packet Analysis with Python from Pluralsight

This course will prepare you to design and deploy Python solutions using Scapy and its modules as part of a network security toolkit. This includes a review of how to use the Scapy both interactively and programmatically.

Would you like to focus on Python's use in a network security environment? In this course, Network Activity and Packet Analysis with Python, you’ll learn about several concepts that enable a network security engineer/consultant to design and deploy solutions that aid in their day-to-day activities and help expand on their potential abilities. First, you’ll learn how Scapy’s packet engine is designed and implemented to perform actions on individual packets. Next, you’ll learn how to use Scapy to sniff network traffic, monitor for brute force attacks and perform port scanning and traceroute functions. Finally, you’ll learn how to perform connection hijacking and perform traffic replay. When you’re finished with this course, you’ll have the skills and knowledge required to utilize Python and Scapy for some of the most common network security tasks that can then be used to extend your security toolkit.

What's inside

Syllabus

Course Overview

Performing Packet Sniffing Actions with Scapy

Covering Packet Manipulation with Scapy

Displaying Port Scanning and Traceroute with Scapy

Detecting Brute Force Attacks with Scapy

Performing Connection Hijacking with Scapy

Demonstrating Network Traffic Replay with Scapy

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Develops understanding and skills in Python programming for security engineers and consultants

Covers core concepts in network security analysis and packet manipulation with Scapy

Utilizes the Scapy packet engine for performing actions on individual packets

Implements network traffic sniffing, brute force attack detection, and port scanning

Demonstrates connection hijacking and network traffic replay techniques

Suitable for network security engineers and consultants seeking to enhance their toolkit

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Network Activity and Packet Analysis with Python with these activities:

Review Network Security Concepts

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Brush up on your knowledge of network security concepts before taking this course. This will help you better understand the material in the course and apply it to real-world scenarios.

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Review your notes from previous courses
Read articles and blog posts about network security
Watch videos about network security

Scapy Study Group

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Join a study group to discuss Scapy and network security concepts with other students. This can help you reinforce your learning by hearing from others and answering their questions.

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Find a study group
Attend study group meetings
Participate in discussions

Review your introduction to computer science

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Refresh your knowledge of basic programming and computer science concepts to set a solid foundation for this course.

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Review your notes from your previous courses on these topics.
Complete problems or quizzes online to test your understanding.
Re-read any old textbooks or articles you have on programming or computer science.

Ten other activities

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Explore Scapy's documentation and tutorials

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Familiarize yourself with the Scapy framework, its functionality, and its capabilities to prepare for the course.

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Visit the official Scapy website and read through their documentation and tutorials.
Follow along with Scapy video tutorials on YouTube or other platforms.
Complete the hands-on exercises provided in the Scapy documentation.

Python Packet Manipulation Tutorial

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Follow this tutorial to learn the basics of packet manipulation using Python. This will help you understand how Scapy works and how to use it to manipulate packets.

Browse courses on Packet manipulation

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Read the tutorial
Follow the examples in the tutorial
Try manipulating packets on your own

Complete coding exercises on Python and Scapy

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Improve your Python and Scapy skills through regular practice, which will enhance your ability to apply these tools effectively in the course.

Browse courses on Python

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Find coding exercises and challenges online.
Contribute to open-source Scapy projects on GitHub.
Build your own Python scripts using Scapy for simple tasks.

Scapy Packet Sniffing Exercises

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Practice sniffing packets with Scapy to improve your understanding of how packets are structured and how they travel over a network. This will help you detect and analyze network traffic more effectively.

Browse courses on Packet Sniffing

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Set up a network capture environment
Use Scapy to sniff packets
Analyze the captured packets

Create a concept map of Python and Scapy

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Visualize the relationships between Python, Scapy, and network security concepts to enhance your understanding.

Browse courses on Python

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Identify the key concepts in Python and Scapy related to network security.
Organize these concepts into a hierarchical or radial diagram.
Use different colors, shapes, or lines to represent relationships between concepts.

Network Security Toolkit with Scapy

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Build a network security toolkit using Scapy. This will help you apply your knowledge of Scapy to solve real-world network security problems, such as detecting and preventing attacks.

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Test your toolkit
Design your toolkit
Implement your toolkit using Scapy

Join a study group or online forum for this course

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Connect with other students, share knowledge, and engage in discussions to enhance your understanding beyond the course materials.

Browse courses on network security

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Search for existing study groups or online forums dedicated to this course or related topics.
Introduce yourself and participate in discussions.
Ask questions, share insights, and collaborate on projects.

Build a simple Python script using Scapy for packet sniffing

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Apply your knowledge of Python and Scapy to a practical scenario, enhancing your hands-on skills and solidifying your understanding.

Browse courses on Python

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Design a simple Python script that uses Scapy to capture network packets.
Implement the script and test it on your local network.
Analyze the captured packets and identify any suspicious or interesting patterns.

Attend a workshop on Python or Scapy

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Supplement your learning with a structured workshop environment, where you can interact with experts and expand your knowledge.

Browse courses on Python

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Research and identify relevant workshops in your area or online.
Register for the workshop and attend all sessions.
Actively participate, ask questions, and take notes.

Connect with professionals or advanced learners in the field

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Seek guidance and insights from experienced individuals to accelerate your learning and expand your professional network.

Browse courses on network security

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Identify potential mentors through LinkedIn, industry events, or online communities.
Reach out to them and express your interest in their mentorship.
Schedule regular meetings or calls to discuss your progress and seek advice.

Career center

Learners who complete Network Activity and Packet Analysis with Python will develop knowledge and skills that may be useful to these careers:

Security Analyst

Security Analysts use their understanding of Python and Scapy's use in network security to design and deploy solutions that aid in their day-to-day threat detection and prevention activities. This course will prove especially effective at bolstering your understanding of network security concepts, and for building a foundation in Python's network security capabilities which can aid in success in this in-demand field.

See salaries and explore the career path for Security Analyst

Network Engineer

Network Engineers use Python and Scapy to sniff network traffic, monitor for brute force attacks and perform port scanning and traceroute functions. This course will enable you to perform essential security tasks that can aid in protecting critical network infrastructure.

See salaries and explore the career path for Network Engineer

Security Engineer

Security Engineers use Python's Scapy for some of the most common network security tasks that can then be used to extend their security toolkit. This course will aid in preparing you for a successful career safeguarding sensitive data, detecting malicious activity, and preventing security breaches.

See salaries and explore the career path for Security Engineer

Network Security Engineer

Network Security Engineers design and deploy Python solutions using Scapy and its modules as part of a network security toolkit. They may also perform connection hijacking and perform traffic replay. Scapy's packet engine, as taught in this course, is employed to secure critical networks.

See salaries and explore the career path for Network Security Engineer

Cybersecurity Engineer

Cybersecurity Engineers use Python and Scapy to perform packet sniffing and manipulation. This course will build a foundational understanding of Scapy and its potential uses in cybersecurity, aiding in your pursuit of this career.

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Network Administrator

Network Administrators use Python's Scapy to manage and monitor networks. This course will prove useful in extending your capabilities in this role.

See salaries and explore the career path for Network Administrator

Information Security Analyst

Information Security Analysts use Python and Scapy to monitor network activity and detect security threats. By leveraging the skills taught in this course, you will be able to build a solid foundation in network security concepts and their implementation using Scapy.

See salaries and explore the career path for Information Security Analyst

Security Consultant

Security Consultants use Python and Scapy in assessing the risk to an organization by performing packet sniffing and network analysis. This course can aid your understanding of network security and prepare you for a career as a Security Consultant.

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Penetration Tester

Penetration Testers use Python and Scapy for vulnerability assessment. This course may be useful in developing critical skills for this in-demand role as it covers how to leverage Scapy for effective network security testing.

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Security Architect

Security Architects use Python and Scapy to design and implement security solutions. This course may be useful in providing a strong foundation in network security concepts, which are fundamental to success as a Security Architect.

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Forensic Computer Analyst

Forensic Computer Analysts use Python and Scapy for malware analysis. This course may be useful in developing your understanding of network security concepts, and in learning how Scapy can be leveraged to analyze malicious network activity.

See salaries and explore the career path for Forensic Computer Analyst

IT Auditor

IT Auditors use Python and Scapy for network security auditing. This course may be useful in building a foundational knowledge of network security concepts and how they are protected through the use of Scapy.

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Ethical Hacker

Ethical Hackers use Python and Scapy for vulnerability assessment. This course may be useful in providing a foundation in network security principles and how Scapy can be leveraged for ethical hacking.

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Software Developer

Software Developers who specialize in network security may use Python and Scapy to develop security solutions. This course may be useful in developing core skills in network security and in understanding how Scapy can be integrated into your software development process.

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Data Scientist

Data Scientists may use Python and Scapy to analyze network traffic data. This course may be useful in building a foundation in network security concepts and in understanding how Scapy can be used to process and analyze network traffic data.

See salaries and explore the career path for Data Scientist