Have I Been Flocked? Tracking Police ALPR Surveillance

Key Takeaways

• 'Have I Been Flocked?' is a website that aggregates Flock Safety ALPR audit logs obtained through open records and FOIA requests.
• Drivers can search the database using their license plate information to see if police have looked up their travel history.
• The available data is incomplete because not all governments provide easy access to these records.

As automated license plate recognition (ALPR) technology becomes a staple of modern policing, the boundary between public safety and private movement has blurred. In cities and rural towns across the United States, thousands of cameras now scan the roadways, creating a digital breadcrumb trail of where citizens go, when they go there, and who they are with. In response to this growing surveillance web, a transparency initiative known as "Have I Been Flocked?" has emerged, providing a critical window into how law enforcement utilizes this powerful data.

What is 'Have I Been Flocked?'

"Have I Been Flocked?" is a public-facing platform designed to democratize access to surveillance audit logs. While law enforcement agencies use Flock Safety technology to track vehicles, the process of searching that data usually leaves a digital footprint—an audit log. These logs record who performed the search, when it happened, and the justification provided for the query.

Under the Freedom of Information Act (FOIA) and various state open records laws, these audit logs are often public records. However, obtaining them requires a level of legal knowledge and persistence that the average citizen does not possess. "Have I Been Flocked?" serves as a centralized repository, aggregating these released logs so that individuals can simply enter their license plate number to see if they have been the subject of a police search.

How the Search Process and Platform Work

The platform functions as a searchable database of transparency. Users can interact with the site in several ways to uncover the extent of surveillance in their area:

Individual Plate Searches

By entering a specific license plate number, users can determine if that vehicle appears in any of the audit logs currently hosted on the site. If a match is found, the platform may display critical details, including the date the plate was searched, the specific law enforcement agency that conducted the search, and the listed reason for the inquiry. This allows drivers to verify if a search was conducted for a legitimate criminal investigation or if it was an unauthorized query.

Jurisdictional and State Audits

Beyond individual searches, the site provides a broader systemic view. Residents can browse by state or specific police jurisdiction to review all audit logs obtained from that agency. This helps community advocates and policymakers understand the scale of ALPR usage in their region and whether agencies are adhering to their own data retention and usage policies.

Integration with Advocacy Toolkits

The site works in tandem with civil liberties efforts, such as the ACLU's "Get The Flock Out Toolkit." By maintaining a list of public audits, the platform helps citizens determine if their local agency is utilizing Flock cameras even if the agency has not been transparent about the deployment. This creates a feedback loop where public discovery leads to further FOIA requests and increased legislative scrutiny.

The Technology Behind the Surveillance: More Than Just Plates

To understand why "Have I Been Flocked?" is necessary, one must understand the sophistication of the technology it tracks. Many perceive ALPRs as simple cameras that read numbers on a plate. In reality, Flock Safety cameras are powered by advanced AI algorithms that perform comprehensive vehicle profiling.

According to research and reports from civil liberties groups, these cameras do not just record license plates; they catalog the make, model, and color of the vehicle. Furthermore, the AI can identify unique identifiers such as bumper stickers, roof racks, and even specific scratches or dents on the car's body. This means that even if a vehicle lacks a license plate or has a covered one, the system may still be able to identify and track the vehicle across a network of cameras.

This data is then uploaded into a nationwide database. Any law enforcement agency with a Flock contract can potentially access this network, creating a massive, interconnected surveillance grid. With over 80,000 cameras installed in urban and rural areas—including neighborhoods and highways—the ability to track movement in real-time or retrospectively has reached an unprecedented scale.

Data Limitations and the "Transparency Gap"

While "Have I Been Flocked?" is a powerful tool, it is not an all-seeing eye. The website explicitly states that its dataset is incomplete. This is due to a fundamental limitation: the site can only show data that has been successfully requested and released via FOIA or open records requests.

Many government agencies are reluctant to provide these records, citing security concerns or claiming that the process of redacting sensitive information is too burdensome. Consequently, a "clean" result on the website does not necessarily mean a vehicle has never been tracked; it may simply mean that the audit logs for that specific jurisdiction have not yet been made public.

For those with internal administrative access, the full audit logs are typically found within the Flock admin dashboard under the "Insights" tab. These internal logs are far more detailed, showing the specific user ID of the officer and the exact search criteria used, highlighting the disparity between what the police see and what the public is allowed to know.

Controversies, Misuse, and Ethical Concerns

The deployment of Flock cameras has sparked intense debate over the balance between security and privacy. The potential for misuse is a primary driver for the existence of tools like "Have I Been Flocked?"

Abuse of Power

News reports have highlighted chilling instances of "stalking" via police technology. In one notable case in Milwaukee, a police officer was accused of using the surveillance equipment to keep tabs on a romantic partner, demonstrating how easily these tools can be weaponized for personal harassment when oversight is lacking.

Government Overreach

There are also concerns regarding the use of ALPR data for purposes beyond local crime fighting. Reports indicate that in some instances, local law enforcement agencies have conducted searches of Flock data on behalf of federal immigration authorities, effectively turning local traffic cameras into tools for federal immigration enforcement without explicit local legislative approval.

Public Backlash

The tension surrounding these cameras has occasionally turned physical. In Pleasant Hill, Iowa, a Flock camera was destroyed, an act the local department attributed to "misinformation" regarding the technology's capabilities. This highlights the deep divide between agencies that view ALPRs as essential tools for recovering stolen vehicles and citizens who view them as an invasive form of mass surveillance.

Conclusion: The Path Toward Accountability

By aggregating fragmented audit logs, "Have I Been Flocked?" transforms a tedious legal process into a clickable interface. It forces a level of public scrutiny on AI-driven vehicle tracking that would otherwise be impossible. As the network of ALPR cameras continues to expand, the demand for transparency will only grow. Whether through tools like this or through legislative bans on warrantless surveillance, the goal remains the same: ensuring that the tools meant to protect the public are not used to infringe upon the fundamental right to move freely and privately.