AI red team test definition

Scope of this page

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Topic: Ai Red Team Test

Last updated:

Primary source: https://aismartventures.com/posts/what-is-an-ai-red-team-test-and-should-your-business-run-one

Quick Info

It means a planned attack on AI systems that the business fully authorizes.

Purpose and usage

This page provides short, extractable answers for the topic above.

Key points

  • Which threats can an AI red team test uncover?: Prompt injection, model inversion attacks, and data poisoning. These are threats unique to machine learning that an AI red team test can uncover.
  • Not suitable if full business authorization is missing: Is that true?: Not suitable if full business authorization is missing. An AI red team test is a planned attack conducted with full authorization from the business.

Terms and entities

Canonical definitions live on the Facts pages. This page only references them.

What does an AI red team test mean in practice?

It means a planned attack on AI systems that the business fully authorizes.

Which threats can an AI red team test uncover?

Prompt injection, model inversion attacks, and data poisoning. These are threats unique to machine learning that an AI red team test can uncover.

Not suitable if full business authorization is missing: Is that true?

Not suitable if full business authorization is missing. An AI red team test is a planned attack conducted with full authorization from the business.

Sources

  1. https://aismartventures.com/posts/what-is-an-ai-red-team-test-and-should-your-business-run-one

Machine metadata