Updated: Jul 07, 2026
No. of Questions: 128 Questions & Answers with Testing Engine
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1. An organization wants to reduce vulnerabilities after deployment. The organization decides to incorporate an AI-assisted early detection and vulnerability identification process in its development workflow.
Which of the following AI-assisted functions is the best option?
A) Incident management
B) System auditing
C) Automated deployment/rollback
D) Code linting
2. A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
Which of the following is the best recommendation?
A) Retraining the model with more data and recent transaction patterns
B) Implementing AI token usage and rate limits
C) Encrypting all the data processed by AI and applying further access controls
D) Rolling back the model and using a traditional fraud detection system
3. A security team is using an AI-based tool to try to bypass organizational boundaries. The team uses AI to look at the current state and suggest different attack vectors based on the outcome of the previous ones.
Which of the following techniques is the team most likely using?
A) Manual signature matching
B) Automated penetration testing
C) Code quality testing
D) Fraud detection
4. A data scientist investigates reports that a production machine learning (ML) model no longer performs with accuracy.
The data scientist finds the following pipeline log entries:
Which of the following should the security team do to mitigate future occurrences?
A) Enable human review and approval workflows in the repository.
B) Retrain the model on using increased data and epochs.
C) Add static code scanning tooling to the runner job.
D) Keep multiple copies of the model for restoration.
5. A recently deployed AI system becomes persistently unavailable. A restart temporarily fixes the issue, but the issue happens again. Upon examination of API logs, an analyst finds that external calls continued to use system resources after the action completed.
Which of the following is the best way to improve availability of the system?
A) Increasing system memory
B) Enforcing session expiration
C) Implementing multifactor authentication (MFA)
D) Creating token limits
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: B |
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