警察如何利用Flock的自动车牌识别网络监视抗议者和活动家
How Cops Are Using Flock's ALPR Network to Surveil Protesters and Activists

原始链接: https://www.eff.org/deeplinks/2025/11/how-cops-are-using-flock-safetys-alpr-network-surveil-protesters-and-activists

## 通过车牌识别技术大规模监控抗议活动 电子前沿基金会(EFF)的一项最新分析显示,美国执法部门在2025年广泛使用Flock Safety的自动车牌识别系统(ALPR)来监控全国各地的抗议活动。超过50个联邦、州和地方机构——包括美国边境巡逻队——进行了数百次与“无国王”运动、50501抗议活动以及支持巴勒斯坦活动家的行动相关的搜索。 这些搜索通常以“抗议”等模糊术语为理由,允许机构追踪参加活动的车辆,引发了第一修正案的担忧。从超过3900个机构和1200万次搜索收集的数据显示,机构经常查询超出其管辖范围的网络。甚至像“直接行动处处”这样的动物权利组织也成为了特定目标。 虽然有些搜索可能与真实的犯罪活动有关,但该系统本质上会收集所有参与者的信息,从而对自由集会产生寒蝉效应。边境巡逻队甚至使用该系统调查表达异议的个人。尽管一些机构已经采取了反对监控第一修正案的政策,但这种做法仍然普遍存在,凸显了对更严格的监管——理想情况下需要搜查令——以及对这些监控网络扩张进行批判性审查的必要性。建议参加抗议活动的人考虑使用保护隐私的交通方式。

## Flock ALPR 网络与监控问题 - 摘要 最近一篇 EFF 文章强调了警方如何利用 Flock 的自动车牌识别 (ALPR) 网络监控抗议者和活动家的问题。Hacker News 上的讨论揭示了一种复杂的情况,有几个关键点。 用户分享了地方警察使用 ALPR 数据的经历,有时似乎不当(例如,调查潜在的堕胎)。一种模式是摄像头经常位于家居装修商店的停车场,可能用于追踪日工或监控盗窃行为——但有些人质疑这是否是更广泛监控的借口。 担忧集中在管辖区 *之间* 的数据共享上,尽管 Flock 系统内部可以配置这一点。许多人认为 *不应* 发生任何数据共享,理由是存在滥用的可能性。一些人指出该系统的局限性——ALPR 追踪车辆,而非直接追踪个人,并且其他数据源(例如手机追踪)提供类似的功能。 这场辩论也涉及更广泛的问题,即在安全需求与隐私权之间取得平衡,以及这些技术被滥用的可能性,尤其是在法律和政治环境不断变化的情况下。一些用户提倡地方行动,敦促公民参加市议会会议,并要求透明地了解 ALPR 的使用情况。
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原文

It's no secret that 2025 has given Americans plenty to protest about. But as news cameras showed protesters filling streets of cities across the country, law enforcement officers—including U.S. Border Patrol agents—were quietly watching those same streets through different lenses: Flock Safety automated license plate readers (ALPRs) that tracked every passing car. 

Through an analysis of 10 months of nationwide searches on Flock Safety's servers, we discovered that more than 50 federal, state, and local agencies ran hundreds of searches through Flock's national network of surveillance data in connection with protest activity. In some cases, law enforcement specifically targeted known activist groups, demonstrating how mass surveillance technology increasingly threatens our freedom to demonstrate. 

Flock Safety provides ALPR technology to thousands of law enforcement agencies. The company installs cameras throughout their jurisdictions, and these cameras photograph every car that passes, documenting the license plate, color, make, model and other distinguishing characteristics. This data is paired with time and location, and uploaded to a massive searchable database. Flock Safety encourages agencies to share the data they collect broadly with other agencies across the country. It is common for an agency to search thousands of networks nationwide even when they don't have reason to believe a targeted vehicle left the region. 

Via public records requests, EFF obtained datasets representing more than 12 million searches logged by more than 3,900 agencies between December 2024 and October 2025. The data shows that agencies logged hundreds of searches related to the 50501 protests in February, the Hands Off protests in April, the No Kings protests in June and October, and other protests in between. 

The Tulsa Police Department in Oklahoma was one of the most consistent users of Flock Safety's ALPR system for investigating protests, logging at least 38 such searches. This included running searches that corresponded to a protest against deportation raids in February, a protest at Tulsa City Hall in support of pro-Palestinian activist Mahmoud Khalil in March, and the No Kings protest in June. During the most recent No Kings protests in mid-October, agencies such as the Lisle Police Department in Illinois, the Oro Valley Police Department in Arizona, and the Putnam County (Tenn.) Sheriff's Office all ran protest-related searches. 

While EFF and other civil liberties groups argue the law should require a search warrant for such searches, police are simply prompted to enter text into a "reason" field in the Flock Safety system. Usually this is only a few words–or even just one.

In these cases, that word was often just “protest.” 

Crime does sometimes occur at protests, whether that's property damage, pick-pocketing, or clashes between groups on opposite sides of a protest. Some of these searches may have been tied to an actual crime that occurred, even though in most cases officers did not articulate a criminal offense when running the search. But the truth is, the only reason an officer is able to even search for a suspect at a protest is because ALPRs collected data on every single person who attended the protest. 

Search and Dissent 

2025 was an unprecedented year of street action. In June and again in October, thousands across the country mobilized under the banner of the “No Kings” movement—marches against government overreach, surveillance, and corporate power. By some estimates, the October demonstrations ranked among the largest single-day protests in U.S. history, filling the streets from Washington, D.C., to Portland, OR. 

EFF identified 19 agencies that logged dozens of searches associated with the No Kings protests in June and October 2025. In some cases the "No Kings" was explicitly used, while in others the term "protest" was used but coincided with the massive protests.

Law Enforcement Agencies that Ran Searches Corresponding with "No Kings" Rallies

  • Anaheim Police Department, Calif.
  • Arizona Department of Public Safety
  • Beaumont Police Department, Texas
  • Charleston Police Department, SC
  • Flagler County Sheriff's Office, Fla.
  • Georgia State Patrol
  • Lisle Police Department, Ill.
  • Little Rock Police Department, Ark.
  • Marion Police Department, Ohio
  • Morristown Police Department, Tenn.
  • Oro Valley Police Department, Ariz.
  • Putnam County Sheriff's Office, Tenn.
  • Richmond Police Department, Va.
  • Riverside County Sheriff's Office, Calif.
  • Salinas Police Department, Calif.
  • San Bernardino County Sheriff's Office, Calif.
  • Spartanburg Police Department, SC
  • Tempe Police Department, Ariz.
  • Tulsa Police Department, Okla.
  • US Border Patrol

For example: 

  • In Washington state, the Spokane County Sheriff's Office listed "no kings" as the reason for three searches on June 13, 2025. The agency queried 95 camera networks, looking for vehicles matching the description of "work van," "bus" or "box truck." 
  • In Texas, the Beaumont Police Department ran six searches related to two vehicles on June 14, 2025, listing "KINGS DAY PROTEST" as the reason. The queries reached across 1,774 networks. 
  • In California, the San Bernardino County Sheriff's Office ran a single search for a vehicle across 711 networks, logging "no king" as the reason. 
  • In Arizona, the Tempe Police Department made three searches for "ATL No Kings Protest" on June 15, 2025 searching through 425 networks. "ATL" is police code for "attempt to locate." The agency appears to not have been looking for a particular plate, but for any red vehicle on the road during a certain time window.

But the No Kings protests weren't the only demonstrations drawing law enforcement's digital dragnet in 2025. 

For example:

  • In Nevada's state capital, the Carson City Sheriff's Office ran three searches that correspond to the February 50501 Protests against DOGE and the Trump administration. The agency searched for two vehicles across 178 networks with "protest" as the reason.
  • In Florida, the Seminole County Sheriff's Office logged "protest" for five searches that correspond to a local May Day rally.
  • In Alabama, the Homewood Police Department logged four searches in early July 2025 for three vehicles with "PROTEST CASE" and "PROTEST INV." in the reason field. The searches, which probed 1,308 networks, correspond to protests against the police shooting of Jabari Peoples.
  • In Texas, the Lubbock Police Department ran two searches for a Tennessee license plate on March 15 that corresponds to a rally to highlight the mental health impact of immigration policies. The searches hit 5,966 networks, with the logged reason "protest veh."
  • In Michigan, Grand Rapids Police Department ran five searches that corresponded with the Stand Up and Fight Back Rally in February. The searches hit roughly 650 networks, with the reason logged as "Protest."

Some agencies have adopted policies that prohibit using ALPRs for monitoring activities protected by the First Amendment. Yet many officers probed the nationwide network with terms like "protest" without articulating an actual crime under investigation.

In a few cases, police were using Flock’s ALPR network to investigate threats made against attendees or incidents where motorists opposed to the protests drove their vehicle into crowds. For example, throughout June 2025, an Arizona Department of Public Safety officer logged three searches for “no kings rock threat,” and a Wichita (Kan.) Police Department officer logged 22 searches for various license plates under the reason “Crime Stoppers Tip of causing harm during protests.”

Even when law enforcement is specifically looking for vehicles engaged in potentially criminal behavior such as threatening protesters, it cannot be ignored that mass surveillance systems work by collecting data on everyone driving to or near a protestnot just those under suspicion.

Border Patrol's Expanding Reach 

As U.S. Border Patrol (USBP), ICE, and other federal agencies tasked with immigration enforcement have massively expanded operations into major cities, advocates for immigrants have responded through organized rallies, rapid-response confrontations, and extended presences at federal facilities. 

USBP has made extensive use of Flock Safety's system for immigration enforcement, but also to target those who object to its tactics. In June, a few days after the No Kings Protest, USBP ran three searches for a vehicle using the descriptor “Portland Riots.” 

USBP has made extensive use of Flock Safety's system for immigration enforcement, but also to target those who object to its tactics.

USBP also used the Flock Safety network to investigate a motorist who had “extended his middle finger” at Border Patrol vehicles that were transporting detainees. The motorist then allegedly drove in front of one of the vehicles and slowed down, forcing the Border Patrol vehicle to brake hard. An officer ran seven searches for his plate, citing "assault on agent" and "18 usc 111," the federal criminal statute for assaulting, resisting or impeding a federal officer. The individual was charged in federal court in early August. 

USBP had access to the Flock system during a trial period in the first half of 2025, but the company says it has since paused the agency's access to the system. However, Border Patrol and other federal immigration authorities have been able to access the system’s data through local agencies who have run searches on their behalf or even lent them logins

Targeting Animal Rights Activists

Law enforcement's use of Flock's ALPR network to surveil protesters isn't limited to large-scale political demonstrations. Three agencies also used the system dozens of times to specifically target activists from Direct Action Everywhere (DxE), an animal-rights organization known for using civil disobedience tactics to expose conditions at factory farms.

Delaware State Police queried the Flock national network nine times in March 2025 related to DxE actions, logging reasons such as "DxE Protest Suspect Vehicle." DxE advocates told EFF that these searches correspond to an investigation the organization undertook of a Mountaire Farms facility. 

Additionally, the California Highway Patrol logged dozens of searches related to a "DXE Operation" throughout the day on May 27, 2025. The organization says this corresponds with an annual convening in California that typically ends in a direct action. Participants leave the event early in the morning, then drive across the state to a predetermined but previously undisclosed protest site. Also in May, the Merced County Sheriff's Office in California logged two searches related to "DXE activity." 

As an organization engaged in direct activism, DxE has experienced criminal prosecution for its activities, and so the organization told EFF they were not surprised to learn they are under scrutiny from law enforcement, particularly considering how industrial farmers have collected and distributed their own intelligence to police.

The targeting of DxE activists reveals how ALPR surveillance extends beyond conventional and large-scale political protests to target groups engaged in activism that challenges powerful industries. For animal-rights activists, the knowledge that their vehicles are being tracked through a national surveillance network undeniably creates a chilling effect on their ability to organize and demonstrate.

Fighting Back Against ALPR 

Two Flock Safety cameras on a pole

ALPR systems are designed to capture information on every vehicle that passes within view. That means they don't just capture data on "criminals" but on everyone, all the timeand that includes people engaged in their First Amendment right to publicly dissent. Police are sitting on massive troves of data that can reveal who attended a protest, and this data shows they are not afraid to use it. 

Our analysis only includes data where agencies explicitly mentioned protests or related terms in the "reason" field when documenting their search. It's likely that scores more were conducted under less obvious pretexts and search reasons. According to our analysis, approximately 20 percent of all searches we reviewed listed vague language like "investigation," "suspect," and "query" in the reason field. Those terms could well be cover for spying on a protest, an abortion prosecution, or an officer stalking a spouse, and no one would be the wiser–including the agencies whose data was searched. Flock has said it will now require officers to select a specific crime under investigation, but that can and will also be used to obfuscate dubious searches. 

For protestors, this data should serve as confirmation that ALPR surveillance has been and will be used to target activities protected by the First Amendment. Depending on your threat model, this means you should think carefully about how you arrive at protests, and explore options such as by biking, walking, carpooling, taking public transportation, or simply parking a little further away from the action. Our Surveillance Self-Defense project has more information on steps you could take to protect your privacy when traveling to and attending a protest.

For local officials, this should serve as another example of how systems marketed as protecting your community may actually threaten the values your communities hold most dear. The best way to protect people is to shut down these camera networks.  

Everyone should have the right to speak up against injustice without ending up in a database. 

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