Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 181

Question

You work for a bank with strict data governance requirements. You recently implemented a custom model to detect fraudulent transactions. You want your training code to download internal data by using an API endpoint hosted in your project’s network. You need the data to be accessed in the most secure way, while mitigating the risk of data exfiltration. What should you do?

Accepted Answer

Correct answer: A. The correct answer is A. Option A: Enable VPC Service Controls for peerings, and add Vertex AI to a service perimeter. VPC Service Controls create a security perimeter around managed services to prevent data exfiltration. A VPC provides a global, software-defined private network for your Google Cloud resources. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Machine Learning Engineer PMLE — Question 181