Threat modeling: Which periodic assessment activity fits | AIGP
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Threat modeling: Which periodic assessment activity fits this proactive, pre-deployment structuring need?

AIGP Understanding How to Govern AI Deployment and Use Hard

Proactively mapping attackers, assets and attack paths before go-live is threat modeling.

The question

Before an AI-driven payment system goes live, a security team wants to systematically enumerate who might attack it, which assets are at stake and the paths an attacker could take, so controls can be designed proactively rather than discovered after an incident. Which periodic assessment activity fits this proactive, pre-deployment structuring need?

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  1. Red teaming, which has specialists actively attempt to break the running system so real weaknesses are demonstrated under attack.
    Almost right but mistimed: red teaming exercises a live system rather than pre-emptively mapping the attack surface as a design input.
  2. A compliance audit, which checks the deployed system against documented policies, controls and regulatory requirements for conformity.
    Almost right but off-purpose: an audit verifies conformity to requirements, not the proactive enumeration of adversaries and attack paths.
  3. Threat modeling, which systematically enumerates adversaries, assets and attack paths so controls can be designed before deployment.
    Correct: threat modeling is the structured, proactive practice of mapping attackers, assets and paths to inform controls ahead of go-live.
  4. Load testing, which measures how the system behaves under heavy concurrent demand to confirm it meets performance and scaling targets.
    Plausible but wrong: load testing assesses performance under demand, unrelated to identifying attackers, assets and attack paths.
The trap
Confusing threat modeling (planning the attack surface) with red teaming (attacking the live system).

How to remember it

Proactively mapping attackers, assets and attack paths before go-live is threat modeling.

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