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Isaca AAISM Exam - Topic 1 Question 1 Discussion

Actual exam question for Isaca's AAISM exam
Question #: 1
Topic #: 1
[All AAISM Questions]

Which of the following types of testing can MOST effectively mitigate prompt hacking?

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Suggested Answer: D

Prompt hacking manipulates large language models by injecting adversarial instructions into inputs to bypass or override safeguards. The AAISM framework identifies adversarial testing as the most effective way to simulate such manipulative attempts, expose vulnerabilities, and improve the resilience of controls. Load testing evaluates performance, input testing checks format validation, and regression testing validates functionality after changes. None of these directly address the manipulation of natural language inputs. Adversarial testing is therefore the correct approach to mitigate prompt hacking risks.


AAISM Exam Content Outline -- AI Risk Management (Testing and Assurance Practices)

AI Security Management Study Guide -- Adversarial Testing Against Prompt Manipulation

by Lashon at Oct 02, 2025, 05:08 PM

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Janine
2 months ago
Not sure about that, regression has its merits too.
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Maryln
2 months ago
Definitely agree, adversarial is the way to go.
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Polly
2 months ago
Surprised that people overlook load testing for this!
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Devorah
3 months ago
Adversarial testing is key for prompt hacking!
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Felicitas
3 months ago
I think input testing is just as important.
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Ettie
3 months ago
Load testing seems more about performance, right? I don't think it would help with prompt hacking, but I’m not confident about the others either.
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Roslyn
3 months ago
I feel like we had a practice question on this, and it was about how different tests can expose vulnerabilities. I might lean towards Adversarial too.
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Mariann
4 months ago
I remember discussing adversarial testing in class, and it seemed like it could really help with prompt hacking. Could that be the right answer?
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Alexis
4 months ago
I think prompt hacking is mostly about how inputs are handled, so maybe Input testing? But I'm not entirely sure.
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Hui
4 months ago
I think I'm going to go with D) Adversarial testing. It makes sense that simulating attacks would be the most effective way to mitigate prompt hacking, rather than the other options.
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Dino
4 months ago
D) Adversarial testing is definitely the way to go here. That's the best approach to proactively identify and address any potential prompt hacking vulnerabilities in the system.
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Leontine
4 months ago
Ooh, this is a tricky one. I'm leaning towards D) Adversarial, but I'd want to double-check my understanding of the different testing types first. Gotta make sure I pick the right answer!
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Lashawn
4 months ago
I'm a bit unsure on this one. I know adversarial testing is about simulating attacks, but I'm not sure if that's the most effective for mitigating prompt hacking specifically. Maybe B) Input testing could also work?
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Brittni
5 months ago
Hmm, I think I'd go with D) Adversarial testing. That seems like the best way to try and break the system and find any vulnerabilities.
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