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United StatesTechnology and telecom2016 – ongoing

Ring

Customer-video labeling for computer-vision training

The FTC proposed a $5.8 million Ring settlement covering unconsented video use and security failures

Scaled backRegulator, audit or court

Problem

Ring used camera recordings to improve its products. Training algorithms involved people reviewing footage and labeling people or objects in customers' private spaces.

Approach

The FTC alleged that Ring gave employees and contractors excessive access to recordings without adequately informing customers or obtaining consent. Its complaint said Ring began restricting research footage to publicly posted or expressly consented recordings in January 2018. A proposed 2023 order required deletion of affected recordings and derived models or algorithms.

Results

$5.8 millionpayment for consumer refunds required under the proposed FTC order, covering broader privacy and security allegationsRegulator, audit or court[1]

Takeaway

The proposed remedy reached models derived from improperly used recordings. Restricting future access alone did not address the earlier training data.

Categories

Innovation type
Process innovation
AI technology
Computer vision
Evidence
Regulator, audit or court

Sources

  1. Complaint against Ring LLC
    Federal Trade Commission31 May 2023Regulator, audit or court document

Source summaries

[1]Federal Trade Commission31 May 2023

The FTC alleged unauthorized use of customer videos for algorithm training alongside broader security failures. Its proposed order included deletion of derived models and a $5.8 million payment for refunds, subject to court approval.

[2]Federal Trade Commission31 May 2023

The complaint described human labeling of people and objects for algorithm training. It said Ring began limiting research and development footage to public recordings or recordings with written consent in January 2018.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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