BSidesSF 2023 - Using machine learning to detect sensitive documents on SharePoint (Wilson Tang)

Using machine learning to detect sensitive documents on SharePoint
Wilson Tang

Sensitive documents can pose an insider threat data exfiltration risk if permissions are set incorrectly on them. Our project uses machine learning (ML) models to help us detect various categories of sensitive documents. We will also discuss unique challenges when building ML models for security.

https://bsidessf2023.sched.com/event/1I0H7/using-machine-learning-to-detect-sensitive-documents-on-sharepoint

data data exfiltration detect documents exfiltration insider insider threat machine machine learning permissions project risk sharepoint tang threat threat data