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Keatron Evans

There's a lot of talk about good and bad use of ChatGPT, but in this course we will dig into using ChatGPT to do some hands on introductory SOC analyst/incident response work, starting with basic packet analysis and moving to basic reverse engineering of a piece of malware. ChatGPT will be our guide as we do simple and intermediate level Wireshark packet analysis. We will reconstruct an entire attack and exfiltration campaign, then determine the exact commands used by the attacker. This work usually requires in-depth knowledge of SOC analyst and incident response tools, and of attack patterns in general, but we will see how having a subject matter expert create ChatGPT prompts to perform the investigation can make this a task something that even a novice SOC analyst would be able to complete. This will be a fun exercise, but remember to get your company's permission to do this in a environment or on a computer/virtual machine they approve of if using it at work. Since remnants of malware exist in the traffic, it could cause your antivirus or endpoint protection to alert.

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What's inside

Syllabus

Untitled Module
Training a SOC Analyst with ChatGPT 4

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Taught by subject matter experts with direct experience in the field
Provides hands-on experience in incident response and SOC analysis utilizing ChatGPT's capabilities
Develops skills in packet analysis, malware reverse engineering, and investigation techniques
Empowers novice SOC analysts to tackle complex tasks typically requiring specialized knowledge
Suitable for intermediate learners seeking to strengthen their foundation in incident response and SOC analysis
May require permission for usage in work environments due to potential security alerts triggered by malware remnants

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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 Applied ChatGPT for Cybersecurity with these activities:
Review a reference book on reverse engineering malware
Develop a strong foundation in malware reverse engineering techniques by reviewing a comprehensive reference book, providing insights and practical knowledge essential for SOC analysis.
Show steps
  • Obtain a copy of the recommended reference book
  • Read and comprehend the key concepts and techniques described in the book
  • Take notes, highlight important sections, and revisit the book regularly
Follow online tutorials on ChatGPT-assisted packet analysis
Deepen your understanding of using ChatGPT for packet analysis by following guided online tutorials and examples.
Browse courses on ChatGPT
Show steps
  • Search and identify helpful online tutorials on ChatGPT-assisted packet analysis
  • Follow the steps outlined in the tutorials, applying ChatGPT to packet analysis scenarios
  • Take notes and document your findings to enhance comprehension and retention
Participate in peer review sessions or study groups to discuss ChatGPT-assisted SOC analysis
Enhance your learning and critical thinking by engaging in discussions and sharing insights with peers, fostering a deeper understanding of ChatGPT's role in SOC analysis.
Browse courses on ChatGPT
Show steps
  • Connect with classmates or fellow professionals interested in SOC analysis
  • Organize regular virtual or in-person meetings to discuss ChatGPT-assisted SOC analysis techniques
  • Share experiences, case studies, and best practices
Three other activities
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Conduct practice packet analysis exercises using real-world data
Enhance your packet analysis skills by applying them to real-world data, solidifying your understanding of practical SOC analysis scenarios.
Browse courses on Packet Analysis
Show steps
  • Acquire or identify real-world network traffic data or capture files
  • Load the data into Wireshark or a similar packet analysis tool
  • Use ChatGPT to assist in identifying suspicious patterns or anomalies
  • Document and analyze the findings, identifying potential security risks or vulnerabilities
Create a cheat sheet or reference guide on ChatGPT prompts for SOC analysis
Enhance your practical knowledge by creating a concise reference guide to assist you in constructing effective ChatGPT prompts for SOC analysis tasks.
Browse courses on ChatGPT
Show steps
  • Gather and organize ChatGPT prompts used during the course
  • Categorize the prompts based on different SOC analysis scenarios
  • Develop clear and concise instructions for using each prompt
  • Format and present the information in a user-friendly cheat sheet or reference guide
Contribute to open-source projects related to ChatGPT or SOC analysis
Expand your practical knowledge and contribute to the community by participating in open-source projects, gaining hands-on experience and fostering a deeper understanding of ChatGPT's capabilities in SOC analysis.
Browse courses on ChatGPT
Show steps
  • Identify open-source projects related to ChatGPT or SOC analysis on platforms like GitHub
  • Review the project documentation and identify areas where you can contribute
  • Submit code contributions, bug fixes, or documentation improvements to the project repository
  • Actively engage with the project community, providing support and feedback

Career center

Learners who complete Applied ChatGPT for Cybersecurity will develop knowledge and skills that may be useful to these careers:
Cloud Security Engineer
Cloud Security Engineers are responsible for securing an organization's cloud computing environment. This course will teach learners to use ChatGPT to assess and improve cybersecurity in the cloud.
Network Security Engineer
Network Security Engineers are responsible for designing, implementing, and maintaining an organization's network security infrastructure. This course may be useful to Network Security Engineers as it will teach them to use ChatGPT to assess and improve cybersecurity.
Data Protection Officer
Data Protection Officers are responsible for ensuring that an organization complies with data protection laws and regulations. This course will introduce learners to data protection by teaching them how to use ChatGPT to assess and improve cybersecurity.
Cybersecurity Manager
Cybersecurity Managers are responsible for managing an organization's cybersecurity program. This course will help build a foundation for Cybersecurity Managers as it teaches learners how to use ChatGPT to detect and respond to threats.
Chief Information Security Officer
The Chief Information Security Officer is responsible for developing and implementing an organization's cybersecurity strategy. This course can be seen as an introduction to CISO responsibilities, as it will teach learners how to use ChatGPT to assess and improve cybersecurity.
Security Architect
A Security Architect designs and implements security measures to protect an organization's information systems and assets. This course will introduce learners to security architecture by teaching them how to use ChatGPT to assess and improve cybersecurity.
Cyber Threat Intelligence Analyst
A Cyber Threat Intelligence Analyst collects and analyzes information about cyber threats to provide insights and recommendations to organizations. This course will teach learners to perform threat analysis using ChatGPT.
Penetration Tester
Penetration Testers attempt to exploit vulnerabilities in a computer system or network in order to find weaknesses that could be used by attackers. This course can be seen as an introduction to Penetration Testing, as it will teach learners how to use ChatGPT to find vulnerabilities in a computer network.
Security Consultant
Security Consultants provide advice and guidance to organizations on how to improve their cybersecurity posture. This course can be seen as an introduction to Security Consulting, as it will teach learners how to use ChatGPT to assess and improve cybersecurity.
Information Security Analyst
Information Security Analysts plan and implement security measures to protect an organization's information systems and assets. This course may be useful to Information Security Analysts as it will teach them to use ChatGPT to perform cybersecurity analysis and respond to threats.
Incident Responder
Incident Responders are responsible for identifying, classifying, and addressing security breaches or other cybersecurity incidents. This course can be seen as an introduction to Incident Response as it will teach learners how to detect and respond to cyberattacks using ChatGPT as a tool.
Security Engineer
Security Engineers design, implement, and maintain security measures to protect information and systems from unauthorized access, use, disclosure, disruption, modification, or destruction. This course will be highly relevant to those wishing to become Security Engineers as it will be necessary to have skills in detecting and responding to cyberattacks.
Cybersecurity Analyst
Cybersecurity analysts use their knowledge of computer networks and information systems to detect and respond to threats, protect data and systems, and prevent cyberattacks. The course's use of ChatGPT provides an opportunity to develop basic skills in cybersecurity analysis.
Malware Analyst
A Malware Analyst investigates malicious software and develops solutions for preventing and combating it. This course will help build a foundation in malware analysis by teaching learners to use ChatGPT to reverse engineer malware.
Packet Analyst
Packet Analyzers use software like Wireshark to examine data packets that travel across a computer network. This course, which leverages ChatGPT to conduct packet analysis, may be useful for the Packet Analyst who uses ChatGPT to assess data more efficiently.

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Applied ChatGPT for Cybersecurity.
This text more in-depth exploration of malware reversing and analysis. It includes methods for static and dynamic analysis, and how to produce actionable data within an investigation.
Provides a comprehensive overview of security engineering, covering topics such as cryptography, authentication, and authorization. It valuable resource for anyone working in the field of cybersecurity.
Provides a comprehensive overview of network security monitoring, covering topics such as intrusion detection systems, security information and event management, and incident response. It valuable resource for anyone working in the field of cybersecurity.
Provides a comprehensive overview of network security, covering topics such as firewalls, intrusion detection systems, and virtual private networks. It valuable resource for anyone working in the field of cybersecurity.
Provides a practical guide to penetration testing. It valuable resource for anyone working in the field of cybersecurity.
Provides a comprehensive overview of computer security, covering topics such as network security, cryptography, and malware analysis. It valuable resource for anyone working in the field of cybersecurity.
Provides a comprehensive overview of web application security, covering topics such as SQL injection, cross-site scripting, and buffer overflows. It valuable resource for anyone working in the field of cybersecurity.
Provides a hands-on approach to computer security, covering topics such as network security, cryptography, and malware analysis. It valuable resource for anyone working in the field of cybersecurity.
This text provides an overview of computer forensics and incident response. It includes discussion on how to recognize and respond to incidents from a technical and legal perspective.
Introduces social engineering to cybersecurity professionals. It provides strategies and techniques to defend against social engineering attacks.
This textbook provides a detailed overview of the technical underpinnings of cybersecurity, including cryptography, protocols, and network security standards.

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