IAPP
AIGP · Question #39
A company deploys an AI model for fraud detection in online transactions. During its operation, the model begins to exhibit high rates of false positives, flagging legitimate transactions as…
The correct answer is C. Deactivate the model until an assessment is made. Temporarily deactivating the model prevents further operational issues and allows a thorough assessment and retraining to reduce false positives before redeployment.
AI System Risks
Question
A company deploys an AI model for fraud detection in online transactions. During its operation, the model begins to exhibit high rates of false positives, flagging legitimate transactions as fraudulent. Which is the best step the company should take to address this development?
Options
- ADedicate more resources to monitor the model.
- BMaintain records of all false positives.
- CDeactivate the model until an assessment is made.
- DConduct training for customer service teams to handle flagged transactions.
How the community answered
(37 responses)- A14% (5)
- B24% (9)
- C57% (21)
- D5% (2)
Explanation
Temporarily deactivating the model prevents further operational issues and allows a thorough assessment and retraining to reduce false positives before redeployment.
Topics
#fraud detection#false positives#model incidents#model deactivation
Community Discussion
No community discussion yet for this question.