HOPE 2020 (2020): One Ring to Surveil Them All: Hacking Amazon Ring to Map Neighborhood Surveillance

Our Take

Back in 2020, before Flock Safety became the household name in automated plate reading, researcher Dan Calacci was already sounding the alarm on Amazon Ring — and this talk from Channel2600 is a reminder that the surveillance-industrial complex didn't start with license plates. Ring built a private camera network covering huge swaths of American neighborhoods, then quietly wired it into over 900 police departments, all while marketing itself as a friendly doorbell gadget. Calacci's reverse-engineering of the Ring Neighbors app let him actually visualize how dense and pervasive that network had become, turning a vague corporate claim of 'community safety' into a concrete, mappable footprint of surveillance.

The throughline from Ring to Flock is impossible to ignore: private companies building mass camera networks with zero meaningful oversight, then handing law enforcement a backdoor into your daily movements, no warrant required. Whether it's a doorbell camera logging who walks past your porch or an ALPR logging every car that passes an intersection, the pattern is identical — quiet infrastructure, opaque data-sharing agreements, and a public that mostly has no idea how much of their life is already being recorded and queried.

Credit to Calacci and Channel2600 for doing the unglamorous work of pulling back the curtain years before most people were paying attention. If you want to see how this same dynamic is playing out with license plate readers in your own town right now, check our camera map, and if you're ready to push back, our take-action resources are a good place to start.