Police Are Using AI Camera Networks to Stalk Women

Why It Matters

Unrestricted police access to real‑time movement data threatens privacy rights and could erode public trust in law‑enforcement technology, prompting urgent calls for legislative oversight.

Key Takeaways

• 14 alleged ALPR stalking incidents reported across U.S. since 2024
• Flock Safety operates in over 6,000 cities with 76,000 readers
• Milwaukee officer used ALPR 180 times to track partner, ex
• Victims discovered abuse through HaveIBeenFlocked.com auditing website
• No warrant requirement lets officers access movement data without oversight

Pulse Analysis

The proliferation of AI‑driven license‑plate readers has turned ordinary traffic cameras into a continent‑wide surveillance grid. Companies like Flock Safety have sold turnkey ALPR networks to municipalities, touting crime‑prevention benefits while amassing a database of millions of vehicle movements. With more than 76,000 readers deployed across 6,000 cities, the technology now captures granular location histories that were once the domain of private investigators, raising the stakes for privacy protection.

Recent investigations reveal a darker side: officers leveraging unrestricted access to monitor personal relationships. The Milwaukee case, where a detective queried the system 180 times in two months, illustrates how easy it is for a single badge to become a stalking tool. Legal scholars note that ALPR data is typically exempt from the Fourth Amendment’s warrant requirement, creating a loophole that sidesteps traditional checks on police power. Victims often learn of the intrusion only through independent audit sites like HaveIBeenFlocked.com, underscoring the absence of internal accountability mechanisms.

Policymakers and civil‑rights groups are now urging reforms that would impose warrant or at‑least judicial oversight before officers can query historical plate data. Proposals include mandatory logging of all ALPR queries, independent audits, and clear penalties for misuse. As AI surveillance expands beyond cameras to drones and facial‑recognition systems, the ALPR controversy serves as a cautionary tale: without robust safeguards, powerful monitoring tools can quickly become instruments of personal intrusion rather than public safety.