Red teaming, in which specialists adversarially probe: Which periodic assessment activity does this describe?
Adversarially probing a system to provoke harmful or policy-violating outputs is the definition of red teaming.
The question
A governance team wants to periodically test a deployed generative AI system by having specialists adversarially attempt to elicit harmful or policy-violating outputs. Which periodic assessment activity does this describe?
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- Threat modeling, in which analysts map likely attackers, assets and attack paths before any testing.Plausible but wrong: threat modeling is a planning activity that identifies risks conceptually rather than actively provoking harmful outputs from the live system.
- Red teaming, in which specialists adversarially probe the system to surface harmful or unsafe outputs. ✓Correct: red teaming is the structured adversarial exercise of deliberately trying to make a system produce harmful, biased or unsafe results.
- Penetration testing, in which testers exploit infrastructure weaknesses to breach the hosting network layer.Plausible but wrong: penetration testing targets infrastructure and network vulnerabilities, not the model's tendency to generate harmful content.
- Bias auditing, in which reviewers measure disparate outcomes across protected demographic subgroups.Plausible but wrong: bias auditing statistically evaluates fairness of outcomes rather than adversarially eliciting harmful or policy-violating responses.
The trap
Assuming red teaming and penetration testing are the same because both are adversarial. How to remember it
Adversarially probing a system to provoke harmful or policy-violating outputs is the definition of red teaming.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.