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Consider the “smart” features that justify the monthly fee: person detection, package recognition, animal alerts. These functions require machine learning models trained on millions of real-world videos. Every clip you upload—whether of your child learning to walk or your spouse arriving home late—becomes a data point. While most reputable vendors anonymize this data, the history of tech is littered with “anonymized” datasets that were later re-identified.

The result is a thriving gray market for compromised camera feeds. Websites and chat rooms dedicated to “cam-trading” (sharing login credentials for private IP cameras) have existed for over a decade. In 2021, a security researcher found over 50,000 unsecured home camera feeds from a single brand available via a simple Google search. The images ranged from empty living rooms to bedrooms and nurseries. Hidden Camera Sex Iranian UPD

When a Ring doorbell captures a visitor’s face, that image is processed not just locally but often in Amazon’s cloud. Amazon’s terms of service have historically allowed for broad use of that data, including sharing with law enforcement (more on that later) and for “improving services”—a nebulous phrase that can include training facial recognition algorithms. Consider the “smart” features that justify the monthly