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Design an ML Data Security System

MediumSystem Design00:00
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Your question is Design an ML Data Security System. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

Scenario

You are working with a client whose platform is facing recurring data security issues. They want an ML driven system that can detect risky access patterns, prioritize incidents, and reduce exposure of sensitive data across their applications and data pipelines.

Question

Given a scenario where a client is facing data security issues, how would you propose addressing them?