OT Cyber Tuesday (Ep. 8) - Integrating GenAI with Kali Linux for OT/ICS

OT Cyber Tuesday (Ep. 8) - Integrating GenAI with Kali Linux for OT/ICS

by Mike Holcomb

Applied Sciences & Engineering Computing & Cybersecurity URComputer securityURHComputer fraud and hacking
🎙 Mike Holcomb 👥 27K 📅 December 3, 2025 ⏱ 66 min 👁 629 📄 tutorial 🧭 2026-08-16
Available in: English (current) Français

Keywords

GenAIKali LinuxOT/ICSPenetration TestingModbus

Summary

In this episode of OT Cyber Tuesday, Mike Holcomb explores the integration of Generative AI (GenAI) with Kali Linux for OT/ICS cybersecurity. He begins by discussing the role of GenAI in creating offensive security tools, emphasizing its utility for non-developers. He demonstrates using ChatGPT to generate a Python script for Modbus enumeration, highlighting the ease of generating and troubleshooting code. The main focus is on integrating Google’s Gemini with the Kali Linux terminal, which allows for automated penetration testing and attack simulation. Holcomb also addresses the limitations of GenAI in OT environments due to lack of training data, stressing the importance of mastering fundamentals before adopting AI. He provides practical examples, including simulating a PLC and using the Swiss Army Knife tool for Modbus operations. The session concludes with a Q&A, touching on resources for beginners and the relevance of Windows vs. Linux skills in OT.

146 words

Critical Evaluation

Value of the Information & Strength of the Argument

The video provides valuable practical insights into using GenAI for OT/ICS security, with live demonstrations that illustrate the process of generating and testing scripts. The argumentation is solid, based on the author’s extensive experience, and he appropriately cautions against over-reliance on GenAI for critical OT operations. However, the discussion is largely anecdotal and lacks rigorous scientific backing, which limits its generalizability.

Scientific Rigor, Source Quality, Title Accuracy

The video is a tutorial with no formal citations, but the author references his own experience and mentions tools like ChatGPT, Gemini, and Kali Linux. The title accurately reflects the content, which is a practical guide rather than a scientific study. The lack of external sources reduces the scientific rigor, but the practical demonstrations and clear explanations compensate somewhat.

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Title / Content Match

The title accurately reflects the content, which focuses on integrating GenAI with Kali Linux for OT/ICS security, including demonstrations and practical applications.

Quality & Reliability

7/10

The content is a practical tutorial with live demonstrations, grounded in the author's extensive experience in OT/ICS security. Claims about GenAI limitations and the importance of fundamentals are reasonable, but the video lacks formal citations and peer-reviewed sources, relying on anecdotal evidence and personal experience.

Key Moments

Markers derived by PSI from the transcript: the creator did not define chapters.

Cited Sources

  • Newsletter signup — Mentioned as a resource for further learning.
  • Free videos for learning OT/ICS cyber — Provided as a resource for beginners.

Concurring Sources

  • Modbus protocol — Supports the claim that Modbus is a common unauthenticated protocol in OT.

Contribution & Novelties

The video offers a practical, hands-on approach to integrating GenAI with Kali Linux for OT/ICS penetration testing, demonstrating real-world applications and troubleshooting. It highlights the potential of GenAI to lower the barrier for non-developers in creating security tools. The discussion on limitations and the importance of fundamentals is a valuable contribution.

Pour aller plus loin :

  • Modbus protocol — Provides background on the protocol used in the demonstration.
  • Kali Linux — Official site for the penetration testing platform.
  • Generative AI — Overview of GenAI concepts.

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Radar Profile

The radar profile shows balanced scores across information quantity, quality, technical level, and reliability, with a slight emphasis on practical application. This indicates a well-rounded tutorial that is both informative and technically accessible.

Reliability 7/10

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