On Thursday, Flock announced plans to require all agencies with access to license plate reader data to use a safety tool that automatically detects abnormal activity and locks out cops who abuse their access to stalk people they know in their personal lives.

Flock’s audit assistance tool suspends access when user activity “meets defined criteria for abnormal behavior,” Flock said. The suspension can only be lifted by administrator review, with the goal being “to intervene before misuse becomes recurring or widespread.”

The tech has been available as an optional free feature since April, but only a third of agencies had opted in, Flock said. However, after a single Georgia sheriff’s office used the tool and subsequently arrested three cops who were separately using Flock cameras to stalk acquaintances, Flock CEO Garrett Langley told The Verge that dozens of incidents like these helped his company realize they made a mistake and had to act to correct it.

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Imagine that you share a ride to work with the same colleague most mornings. As it passes by a license plate reader, the camera records the car, which can be linked through vehicle records to its registered owner. Beside it, another sensor detects signals broadcast by devices traveling nearby, such as your phone and your colleague’s smartwatch.

After enough trips, software may treat some of those devices as a recurring electronic signature associated with the vehicle. Weeks later, one of the same device signals appears alongside a different car connected to an investigation. The signal itself may not contain its owner’s name, but its previous association with a known vehicle gives investigators another clue they can use to work out who was carrying the device.

SignalTrace, a system marketed by the security company Leonardo, is designed to work alongside automatic license plate readers. The company says it can recognize groups of consumer devices that regularly move together, then associate them with license plate records and time-stamped locations. The pattern can then be searched even when a police investigator does not know the plate number.

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