Red teaming to probe the deployed system for exploitable | AIGP
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Red teaming to probe the deployed system for exploitable: Which assessment activity is this?

AIGP Understanding How to Govern AI Deployment and Use Medium

Hiring specialists to adversarially attack a deployed model's safeguards and report the weaknesses is red teaming.

The question

A security team periodically hires specialists to craft adversarial prompts and inputs that try to make a deployed generative model leak data or bypass its safeguards, then reports the weaknesses found. Which assessment activity is this?

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  1. Red teaming to probe the deployed system for exploitable weaknesses
    Adversarially crafting inputs to break safeguards and reporting the failures is red teaming, a named periodic assessment activity.
  2. Continuous accuracy monitoring against the production baseline metric
    A real ongoing control, but tracking accuracy differs from adversarially attacking the system to find exploits.
  3. Impact assessment estimating harms to individuals before deployment
    A valid pre-launch evaluation, yet it forecasts harms rather than actively attempting to break the live system.
  4. Documentation of incidents and open risks in the monitoring register
    Necessary record-keeping, but logging incidents is passive and distinct from proactively probing for weaknesses.
The trap
Treating passive monitoring or incident logging as equivalent to actively adversarial red teaming.

How to remember it

Hiring specialists to adversarially attack a deployed model's safeguards and report the weaknesses is red teaming.

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