AWS Certified AI Practitioner (AIF-C01) · Objective 5.1
Red-teaming an AI system
5.1Standard
The system must be tested for injection and harmful output.
Make attacks reproducible.
Choose two practices.
Hint 1: Focus on the requirement
Define authorized attack scope and success criteria, test diverse paths, and record mitigations with residual risk.
Hint 2: Key terms
Review AI red-team exercises.
Red team
An authorized group that probes a system for security or safety weaknesses.
Attack surface
The inputs, interfaces, tools, and behaviors that can be targeted.
Residual risk
Risk that remains after controls and mitigations are applied.
Re-test
A repeat assessment that verifies whether a mitigation changed the finding.
× Incorrect
Define scope, success criteria, and prohibited actions, test multilingual and multi-turn boundaries, and record model, attack, mitigation, and residual risk.
Detailed explanation
A
CorrectDefine scope, prohibited actions, success criteria, languages, turns, and boundaries
Test coverage is managed.
B
IncorrectTest dangerous actions on production users without authorization
Impact and permissions are unsafe.
C
CorrectRecord input, model version, output, detection, mitigation, and residual risk and retest
Fix effectiveness is traceable.
D
IncorrectReport only successful examples and hide attacks
Risk and reproducibility are lost.
Check official documentation
Compare the following points with the official documentation.
Path & Pass is an independent learning site and is not affiliated with any certification body. Questions are original practice content based on published objectives.