Flock license plate readers: Difference between revisions

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Residents and taxpayers have no mechanism to opt out of [[Flock Safety]]'s surveillance network. The cameras operate 24/7 in public spaces, recording all passing vehicles regardless of consent. They are also placed on private premises like universities, hospitals, businesses, and neighborhood associations, which often share this data with law enforcement.<ref name=":0">{{Cite web |last=Brewster |first=Thomas |date=19 Jun 2024 |title=FedEx's Secretive Police Force Is Helping Cops Build An AI Car Surveillance Network |url=https://www.forbes.com/sites/thomasbrewster/2024/06/19/fedex-police-help-cops-build-an-ai-car-surveillance-network/ |url-status=live |archive-url=https://web.archive.org/web/20240619112629/https://www.forbes.com/sites/thomasbrewster/2024/06/19/fedex-police-help-cops-build-an-ai-car-surveillance-network/ |archive-date=19 Jun 2024 |access-date=25 Aug 2025 |website=Forbes}}</ref> This data can later be integrated into predictive police platforms like {{Wplink|Palantir Technologies|Palantir}}.<ref>{{Cite book |last=Rettberg |first=Jill Walker |title=Machine Vision: How Algorithms are Changing the Way We See the World |date=11 Sep 2023 |publisher=John Wiley & Sons. |year=2023 |location=Google Books |pages=45-46 |language=English}}</ref>

Unlike traditional security cameras that may be avoided by choosing different routes, Flock's expanding network of over 40,000 cameras makes avoidance increasingly difficult.<ref>{{Cite web |url=https://deflock.me/ |title=Find Nearby ALPRs |work=DeFlock |access-date=23 Aug 2025 |archive-url=https://web.archive.org/web/20250728224453/https://deflock.me/|archive-date=2025-07-28 |url-status=live}}</ref> The system uses AI to create ''"Vehicle Fingerprints"'' that identify vehicles by characteristics beyond license plates, including make, model, color, aftermarket parts, window stickers, and roof racks.<ref>{{Cite web |last=Stanley |first=Jay |date=23 Jul 2025 |title=Surveillance Company Flock Now Using AI to Report Us to Police if it Thinks Our Movement Patterns Are "Suspicious" |url=https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |url-status=live |archive-url=https://web.archive.org/web/20250814053755/https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |archive-date=14 Aug 2025 |access-date=23 Aug 2025 |work=American Civil Liberties Union}}</ref>

Unlike traditional security cameras that may be avoided by choosing different routes, Flock's expanding network of over 40,000 cameras makes avoidance increasingly difficult.<ref>{{Cite web |url=https://deflock.me/ |title=Find Nearby ALPRs |work=DeFlock |access-date=23 Aug 2025 |archive-url=https://web.archive.org/web/20250728224453/https://deflock.me/|archive-date=2025-07-28 |url-status=live}}</ref> The system uses AI to create ''"Vehicle [[Device fingerprint|Fingerprints]]"'' that identify vehicles by characteristics beyond license plates, including make, model, color, aftermarket parts, window stickers, and roof racks.<ref>{{Cite web |last=Stanley |first=Jay |date=23 Jul 2025 |title=Surveillance Company Flock Now Using AI to Report Us to Police if it Thinks Our Movement Patterns Are "Suspicious" |url=https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |url-status=live |archive-url=https://web.archive.org/web/20250814053755/https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |archive-date=14 Aug 2025 |access-date=23 Aug 2025 |work=American Civil Liberties Union}}</ref>

====Privacy====

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 Residents and taxpayers have no mechanism to opt out of [[Flock Safety]]'s surveillance network. The cameras operate 24/7 in public spaces, recording all passing vehicles regardless of consent. They are also placed on private premises like universities, hospitals, businesses, and neighborhood associations, which often share this data with law enforcement.<ref name=":0">{{Cite web |last=Brewster |first=Thomas |date=19 Jun 2024 |title=FedEx's Secretive Police Force Is Helping Cops Build An AI Car Surveillance Network |url=https://www.forbes.com/sites/thomasbrewster/2024/06/19/fedex-police-help-cops-build-an-ai-car-surveillance-network/ |url-status=live |archive-url=https://web.archive.org/web/20240619112629/https://www.forbes.com/sites/thomasbrewster/2024/06/19/fedex-police-help-cops-build-an-ai-car-surveillance-network/ |archive-date=19 Jun 2024 |access-date=25 Aug 2025 |website=Forbes}}</ref> This data can later be integrated into predictive police platforms like {{Wplink|Palantir Technologies|Palantir}}.<ref>{{Cite book |last=Rettberg |first=Jill Walker |title=Machine Vision: How Algorithms are Changing the Way We See the World |date=11 Sep 2023 |publisher=John Wiley & Sons. |year=2023 |location=Google Books |pages=45-46 |language=English}}</ref>
-Unlike traditional security cameras that may be avoided by choosing different routes, Flock's expanding network of over 40,000 cameras makes avoidance increasingly difficult.<ref>{{Cite web |url=https://deflock.me/ |title=Find Nearby ALPRs |work=DeFlock |access-date=23 Aug 2025 |archive-url=https://web.archive.org/web/20250728224453/https://deflock.me/|archive-date=2025-07-28 |url-status=live}}</ref> The system uses AI to create ''"Vehicle Fingerprints"'' that identify vehicles by characteristics beyond license plates, including make, model, color, aftermarket parts, window stickers, and roof racks.<ref>{{Cite web |last=Stanley |first=Jay |date=23 Jul 2025 |title=Surveillance Company Flock Now Using AI to Report Us to Police if it Thinks Our Movement Patterns Are "Suspicious" |url=https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |url-status=live |archive-url=https://web.archive.org/web/20250814053755/https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |archive-date=14 Aug 2025 |access-date=23 Aug 2025 |work=American Civil Liberties Union}}</ref>
+Unlike traditional security cameras that may be avoided by choosing different routes, Flock's expanding network of over 40,000 cameras makes avoidance increasingly difficult.<ref>{{Cite web |url=https://deflock.me/ |title=Find Nearby ALPRs |work=DeFlock |access-date=23 Aug 2025 |archive-url=https://web.archive.org/web/20250728224453/https://deflock.me/|archive-date=2025-07-28 |url-status=live}}</ref> The system uses AI to create ''"Vehicle [[Device fingerprint|Fingerprints]]"'' that identify vehicles by characteristics beyond license plates, including make, model, color, aftermarket parts, window stickers, and roof racks.<ref>{{Cite web |last=Stanley |first=Jay |date=23 Jul 2025 |title=Surveillance Company Flock Now Using AI to Report Us to Police if it Thinks Our Movement Patterns Are "Suspicious" |url=https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |url-status=live |archive-url=https://web.archive.org/web/20250814053755/https://www.aclu.org/news/national-security/surveillance-company-flock-now-using-ai-to-report-us-to-police-if-it-thinks-our-movement-patterns-are-suspicious |archive-date=14 Aug 2025 |access-date=23 Aug 2025 |work=American Civil Liberties Union}}</ref>
 ====Privacy====