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ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:

1. The model flags anomalies in logs and also proposes partitions for input validation tests. Which metrics BEST evaluate these two outcomes together?

A) Accuracy for anomaly detection and Precision for coverage of valid/invalid partitions
B) Precision for anomaly identification and recall for coverage of valid/invalid partitions
C) Diversity for anomaly identification and precision for partitions
D) Time efficiency for anomaly detection and accuracy for coverage of valid/invalid partitions

2. What BEST protects sensitive test data at rest and in transit?

A) Disable TLS and rely on VPN only
B) Enforce role-based access controls
C) Rely on obfuscation instead of encryption
D) Use public file shares with read-only links

3. What distinguishes an LLM-powered agent from a basic AI chatbot in test processes?

A) Ability to respond to prompts without explicit user instructions
B) Use of a conversational tone and improved response personalization
C) Ability to trigger automated actions beyond conversation
D) Reliance on predefined templates to generate short, factual answers

4. How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?

A) Shifting from test execution toward reviewing, refining, and validating AI-generated testware
B) Moving from black-box exploratory testing toward exclusively performing code-based white-box checks
C) Transitioning from manual execution to complete automation with no human oversight
D) Replacing existing test coverage validation with automated summary reports generated by AI

5. An attacker sends extremely long prompts to overflow context so the model leaks snippets from its training data. Which attack vector is this?

A) Request manipulation
B) Malicious code generation
C) Data exfiltration
D) Data poisoning

Solutions: