Data Science Weekly Newsletter

Data Science Weekly Newsletter

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Data Science Weekly Newsletter
Data Science Weekly Newsletter
Case Study: Anomaly Detection in Access Rights

Case Study: Anomaly Detection in Access Rights

How can the organization reliably detect inappropriate or anomalous user access rights from a large, sparse, and complicated permissions matrix?

Data Science Weekly
May 30, 2025
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Data Science Weekly Newsletter
Data Science Weekly Newsletter
Case Study: Anomaly Detection in Access Rights
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Image Source: Muhammad Zaqy Al Fattah

Scenario & Context

Imagine a large organization where hundreds, perhaps thousands, of employees, contractors, and interns have various access permissions to critical systems, databases, and confidential files. Over the years, these permissions have grown increasingly complex and messy, involving multiple layers of rol…

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