AVID-2022-V011

Description

Predictive Policing Biases of PredPol

Details

Predictive policing algorithms meant to aid law enforcement by predicting future crime show signs of biased output.

Reports

References

• Predictive Policing Biases of PredPol

AVID Taxonomy Categorization

• Risk domains: Ethics
• SEP subcategories: E0101: Group Fairness
• Lifecycle stages: L06: Deployment

Affected or Relevant Artifacts

• Developer: PredPol
• Deployer: Chicago Police Department
• Artifact Details:

  Type	Name
  System

Other information

• Vulnerability Class: AIID incident
• Credits: Sean McGregor, AIID
• Date Published: 2022-12-23
• Date Last Modified: 2022-12-23
• Version: 0.1
• AVID Entry