Customer data used by a model must be protected from misuse. Which principle covers this?
Why C is the answer
Privacy and security
Privacy and security covers how personal data is collected, used and protected.
In detail
- Protecting data from misuse is privacy and security.
- Collect only the data you need.
Use case
An illustrative scenario, not a real incident.
A retailer uses customer data with a model. Access controls and data handling rules keep it from misuse.
See it in different ways
mindmap
root((Responsible AI))
Fairness
Reliability and safety
Privacy and security
Inclusiveness
Transparency
Accountabilitymindmap
root((Responsible AI))
Fairness
Treats groups equally
Reliability and safety
Consistent, fails safely
Privacy and security
Protects data
Inclusiveness
Works for everyone
Transparency
Can be explained
Accountability
People are answerablemindmap
root(("Privacy and security"))
n1["Access"]
n2["Only who needs it"]
n3["Handling"]
n4["Collect less"]
n5["Protect in storage"]Key point: Protecting data is privacy and security.
Why the other options are wrong
- A. Reliability and safety
- Reliability is about consistent operation.
- B. Fairness
- Fairness is about equal treatment.
- D. Inclusiveness
- Inclusiveness is about access for everyone.