AVID-2022-V011

Vulnerability from avid – Published: 2022-12-23 – Updated: 2022-12-23 AIID Incident
Summary
Predictive policing algorithms meant to aid law enforcement by predicting future crime show signs of biased output.
Risk domain
Ethics
SEP view
E0101: Group fairness
Lifecycle
L06: Deployment
Organisations
Chicago Police Department (deployer), PredPol (developer)
References
URL Label
https://incidentdatabase.ai/cite/54 Predictive Policing Biases of PredPol
To clipboard 

{
  "affects": {
    "artifacts": [
      {
        "name": "",
        "type": "System"
      }
    ],
    "deployer": [
      "Chicago Police Department"
    ],
    "developer": [
      "PredPol"
    ]
  },
  "credit": [
    {
      "lang": "eng",
      "value": "Sean McGregor, AIID"
    }
  ],
  "data_type": "AVID",
  "data_version": "0.1",
  "description": {
    "lang": "eng",
    "value": "Predictive policing algorithms meant to aid law enforcement by predicting future crime show signs of biased output."
  },
  "impact": {
    "avid": {
      "lifecycle_view": [
        "L06: Deployment"
      ],
      "risk_domain": [
        "Ethics"
      ],
      "sep_view": [
        "E0101: Group fairness"
      ],
      "taxonomy_version": "0.1"
    }
  },
  "last_modified_date": "2022-12-23",
  "metadata": {
    "vuln_id": "AVID-2022-V011"
  },
  "problemtype": {
    "classof": "AIID Incident",
    "description": {
      "lang": "eng",
      "value": "Predictive Policing Biases of PredPol"
    }
  },
  "published_date": "2022-12-23",
  "references": [
    {
      "label": "Predictive Policing Biases of PredPol",
      "url": "https://incidentdatabase.ai/cite/54"
    }
  ],
  "reports": []
}


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