SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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Contact UsWorking within Microsoft's browser-based O365 Graphical User Interface (GUI) can be challenging for DFIR practitioners when time is of the essence. PowerShell-based cmdlets are often preferred due to their flexibility, speed, and efficiency compared to a browser-based approach. However, in his professional career, the author has observed that more junior analysts may not feel comfortable using command line tools. Additionally, they may not have devoted the appropriate time to learning the various options needed to obtain the data they need for their investigations. This paper explores a tool the author created to bridge the gap between the browser-based GUI and raw PowerShell. It examines the impact of the use of such a tool on the analyst's efficiency, measured in the number of interactive actions an analyst must take.