EXIN AI Security Professional Practice Questions - EXIN AI Security Professional based on the OWASP AI Exchange Exam - EXIN AI Security Professional Practice Questions - EXIN AI Security Professional based on the OWASP AI Exchange Exam

Question 1

What is the primary objective of the OWASP AI Exchange framework in artificial intelligence security?

Providing a structured threat matrix and control mapping across the entire AI lifecycle to mitigate AI-specific risks Replacing traditional ISO 27001 information security controls with AI-only algorithms Defining copyright licensing standards for open-source machine learning models Standardising hardware benchmarks for GPU and TPU training clusters

Correct Answer:

Providing a structured threat matrix and control mapping across the entire AI lifecycle to mitigate AI-specific risks

Question 2

In the context of artificial intelligence, how is a loss of confidentiality primarily manifested according to the OWASP AI Exchange?

Unauthorised modification of hyperparameter configuration files during training Exposing sensitive training data records or proprietary model weights through inference attacks Forcing the AI system to generate slow responses via resource exhaustion prompts Altering prediction outputs so that legitimate users receive inaccurate results

Correct Answer:

Exposing sensitive training data records or proprietary model weights through inference attacks

Question 3

Which scenario best illustrates an integrity attack on a machine learning model?

An attacker extracting confidential patient records by querying a medical diagnosis model An attacker sending flood traffic to an LLM endpoint to cause service downtime An attacker injecting crafted samples into the training dataset to corrupt the model's decision boundaries An attacker sniffing unencrypted network traffic between the model server and database

Correct Answer:

An attacker injecting crafted samples into the training dataset to corrupt the model's decision boundaries

Question 4

What is the main security risk regarding availability when deploying Large Language Models (LLMs) in production?

Denial of Service (DoS) via resource exhaustion caused by computationally expensive prompts or infinite processing loops Unauthorised extraction of system prompt instructions by external users Inability to log user IP addresses during active session connections Loss of backup model files stored in offline tape archives

Correct Answer:

Denial of Service (DoS) via resource exhaustion caused by computationally expensive prompts or infinite processing loops

Question 5

What is a fundamental difference between traditional software security threat modeling and AI threat modeling?

Traditional software does not require access control mechanisms, whereas AI software does AI systems are entirely immune to traditional vulnerabilities like SQL injection and buffer overflows Traditional software threat modeling only applies to desktop applications, not cloud services AI systems introduce non-deterministic model behavior, data dependencies, and probabilistic decision boundaries alongside traditional software code risks

Correct Answer:

AI systems introduce non-deterministic model behavior, data dependencies, and probabilistic decision boundaries alongside traditional software code risks

Question 1

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Prepare with the EXIN AI Security Professional Practice Questions - EXIN AI Security Professional based on the OWASP AI Exchange Exam practice quiz. This question bank includes 100 questions covering model, security, attack, owasp, and primary. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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EXIN AI Security Professional Practice Questions - EXIN AI Security Professional based on the OWASP AI Exchange Exam

This practice set contains 100 questions from the matching question bank and focuses on model, security, attack, owasp, and primary. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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EXIN AI Security Professional Practice Questions - EXIN AI Security Professional based on the OWASP AI Exchange Exam

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