Explore the application of machine learning in detecting sensitive documents on SharePoint in this 23-minute conference talk from BSidesSF 2023. Delve into the project's approach to using ML models for identifying various categories of sensitive documents, addressing the potential insider threat and data exfiltration risks associated with incorrectly set permissions. Gain insights into the unique challenges faced when developing machine learning models specifically for security purposes, and learn how this innovative approach can enhance document protection within SharePoint environments.
Using Machine Learning to Detect Sensitive Documents on SharePoint
Security BSides San Francisco via YouTube
Overview
Syllabus
BSidesSF 2023 - Using machine learning to detect sensitive documents on SharePoint (Wilson Tang)
Taught by
Security BSides San Francisco
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