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AI & Machine Learning · Intermediate

AI Red Teaming

Adversarially testing AI systems to discover harmful behaviors, security flaws and safety failures before attackers do.

Definition

Red teams probe for jailbreaks, prompt injection, bias, harmful content and dangerous capabilities using manual and automated attacks. Findings feed back into training, guardrails and policies. Tools include Microsoft PyRIT, NVIDIA garak and Promptfoo.

Exam tip

Red teaming should occur before deployment and continue as models and prompts change.

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