Question 1

A threat intelligence system correlates IP logs, DNS requests, and dark web chatter to automatically detect coordinated cyber threats. Which two AI techniques are combined here?

Options :

A : Reconnaissance

B : Social engineering

C : Automated data correlation

D : Anomaly detection

Answer: A,C

Question 2

During a CI/CD pipeline run, an AI tool reviews newly committed Python code and detects an unsanitized input in a user authentication function that could lead to SQL injection. Which process is being demonstrated?

Options :

A : Code scanning

B : Unit testing

C : Code obfuscation

D : Software composition analysis

Answer: A

Question 3

A financial services firm is implementing data preparation for their fraud detection AI. Which security measures should protect the data preparation pipeline from manipulation? (Select TWO)

Options :

A : Separation of duties requiring different teams to define and execute preparation steps

B : Using GPU acceleration for all preparation tasks

C : Storing prepared data in CSV format instead of binary

D : Immutable audit logs of all preparation transformations and parameter changes

Answer: A,D

Question 4

An AI-powered document analysis tool is configured to automatically mask Social Security numbers and credit card information in customer reports before output. Which technique is being applied?

Options :

A : Data redaction

B : Data anonymization

C : Data encryption

D : Data classification

Answer: A

Question 5

Organizations employing data scientists should implement which security measures? (Select TWO)

Options :

A : Activity baselines with behavioral analytics to detect anomalous data access patterns

B : Providing unlimited computational resources to speed up analysis

C : Requiring PhD degrees for all data scientist positions

D : Mandatory collaboration requirements preventing solo work on sensitive datasets

Answer: A,D

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