A security team wants to implement a system that flags potential insider threats by learning each user's typical login times, accessed resources, and data transfer volumes. The system should adapt over time as user behavior changes. Which solution is most appropriate?

A static set of rules defining acceptable login times and resource access.

A machine learning user behavior analytics (UBA) tool.

A natural language processing tool to analyze user emails.

An expert system that encodes security policies for data access.

A security analyst is evaluating a new tool that claims to use AI for threat detection. What should the analyst understand about AI to set realistic expectations?

AI tools will replace the need for any human intervention.

AI tools may require tuning and human oversight to be effective.

AI tools are only useful for detecting known threats.

AI tools are infallible and will detect all threats without error.

Why is it important for a security analyst to understand the difference between AI and ML?

To replace the need for human analysis in security operations.

To ensure that all security tools use the same technology.

To be able to write machine learning algorithms from scratch.

To choose appropriate tools, interpret outputs, and set realistic expectations for automation and detection.

In the context of AI and ML, which capability is unique to AI and not typically associated with ML?

Classifying files as malicious or benign based on features.

Reasoning about the context of a security alert to decide on a response.

Identifying patterns in network traffic data.

Building predictive models from historical data.

Which of the following is a typical use case of machine learning in security operations?

Creating a backup of security logs

Anomaly detection in network traffic

Writing firewall rules to block specific ports

Palo Alto NetworksCertified Security Operations Professional

Domain 1Objective 4

1.4 Differentiate Between AI and Machine Learning (ML) in Security Operations SECURITY-OPERATIONS-PROFESSIONAL Practice Questions (Page 1)

Part of the Security Operations Fundamentals domain, which accounts for 25% of the SECURITY-OPERATIONS-PROFESSIONAL exam.

31questions here

7free pages

7concepts

25%of the exam

Questions 1–5

1application · medium
A security team wants to implement a system that flags potential insider threats by learning each user's typical login times, accessed resources, and data transfer volumes. The system should adapt over time as user behavior changes. Which solution is most appropriate?
Select an answer first
2foundation · easy
A security analyst is evaluating a new tool that claims to use AI for threat detection. What should the analyst understand about AI to set realistic expectations?
Select an answer first
3foundation · easy
Why is it important for a security analyst to understand the difference between AI and ML?
Select an answer first
4foundation · easy
In the context of AI and ML, which capability is unique to AI and not typically associated with ML?
Select an answer first
5foundation · easy
Which of the following is a typical use case of machine learning in security operations?
Select an answer first

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