• Skip to primary navigation
  • Skip to main content
  • Skip to primary sidebar
  • Skip to footer
  • Home
  • About
  • The Magazine
  • Events
  • Partners
  • Products
  • Contact
  • Jobs and Careers
  • Advertise
  • Facebook
  • Instagram
  • Twitter
  • Subscribe
American Police Beat

American Police Beat Magazine

Law Enforcement Publication

  • Home
  • Leadership
    • Do you know your emotional intelligence?
      Addressing racism in the workplace
      Supervisory actions: Deliberate style or weak skills?
      Are performance evaluations worth the effort?
      Leaders — the good, the bad and the horrible
  • Topics
    • Leadership
      • Do you know your emotional intelligence?
        Addressing racism in the workplace
        Supervisory actions: Deliberate style or weak skills?
        Are performance evaluations worth the effort?
        Leaders — the good, the bad and the horrible
    • Editor’s Picks
      • The future is here
        A winding road
        Do you know your emotional intelligence?
        Law enforcement responds to tragic Texas flooding
        “Hold my beer”
    • On the Job
      • A winding road
        Law enforcement responds to tragic Texas flooding
        I brought home a dog
        Six Mexican cartels designated as terrorist organizations
        Police chief: Officers likely prevented further violence in Minnesota...
    • Labor
      • Building positive media relations
        LEO labor and community outreach — make the haters scoff
        Racing with a purpose
        Dallas Police Department drops college requirement for police...
        Small Texas town left without a police force after firing its last...
    • Tech
      • The future is here
        How local police departments can combat cybercrime
        Your website is your front desk
        Telegram investigations
        Florida sheriff’s office deploys cutting-edge forensic tool to...
    • Training
      • Using critical thinking to crack the case
        Navigating cultural and language barriers
        Why you should pocket carry
        The future is here
        Training for tomorrow
    • Policy
      • California lawmakers push mask ban for officers, raising safety...
        Proactive policing: What it is and how to do it
        California makes police misconduct records publicly available
        A bold idea for reducing homelessness in America
        No degree, no badge?
    • Health/Wellness
      • A golden key to suicide prevention
        The urgency to protect those who protect us
        Wellness for warriors: C.O.P.S. can help
        When knowing isn’t enough
        The mindfulness practice of conscious awareness to enhance resilience
    • Community
      • A bold idea for reducing homelessness in America
        Operation Brain Freeze keeps community cool
        Turning over a new leaf
        Bridging the Gap Between Cops and Kids
        An unexpected reunion
    • Offbeat
      • Not eggzactly a perfect heist
        Pizza … with a side of alligator?
        Wisconsin man charged with impersonating Border Patrol agent twice in...
        Only in California?
        Durango, Colorado, police hop into action after unusual 9-1-1 call
    • We Remember
      • York County ambush leaves three officers dead, others critically...
        Honoring the Fallen Heroes of 9/11
        Team Romeo
        National Police Week 2025
        Honoring Fallen Heroes
    • HOT Mail
      • The War on Cops Continues Unabated
  • On the Job
    • A winding road
      Law enforcement responds to tragic Texas flooding
      I brought home a dog
      Six Mexican cartels designated as terrorist organizations
      Police chief: Officers likely prevented further violence in Minnesota...
  • Labor
    • Building positive media relations
      LEO labor and community outreach — make the haters scoff
      Racing with a purpose
      Dallas Police Department drops college requirement for police...
      Small Texas town left without a police force after firing its last...
  • Tech
    • The future is here
      How local police departments can combat cybercrime
      Your website is your front desk
      Telegram investigations
      Florida sheriff’s office deploys cutting-edge forensic tool to...
  • Training
    • Using critical thinking to crack the case
      Navigating cultural and language barriers
      Why you should pocket carry
      The future is here
      Training for tomorrow
  • Policy
    • California lawmakers push mask ban for officers, raising safety...
      Proactive policing: What it is and how to do it
      California makes police misconduct records publicly available
      A bold idea for reducing homelessness in America
      No degree, no badge?
  • Health/Wellness
    • A golden key to suicide prevention
      The urgency to protect those who protect us
      Wellness for warriors: C.O.P.S. can help
      When knowing isn’t enough
      The mindfulness practice of conscious awareness to enhance resilience
  • Community
    • A bold idea for reducing homelessness in America
      Operation Brain Freeze keeps community cool
      Turning over a new leaf
      Bridging the Gap Between Cops and Kids
      An unexpected reunion
  • Offbeat
    • Not eggzactly a perfect heist
      Pizza … with a side of alligator?
      Wisconsin man charged with impersonating Border Patrol agent twice in...
      Only in California?
      Durango, Colorado, police hop into action after unusual 9-1-1 call
  • We Remember
    • York County ambush leaves three officers dead, others critically...
      Honoring the Fallen Heroes of 9/11
      Team Romeo
      National Police Week 2025
      Honoring Fallen Heroes
  • HOT Mail
    • The War on Cops Continues Unabated
  • About
  • The Magazine
  • Events
  • Partners
  • Products
  • Contact
  • Jobs and Careers
  • Advertise
  • Subscribe
Search

Tech

AI-powered surveillance program raises concerns over privacy rights in federal drug trafficking case

APB Team Published July 29, 2023 @ 6:00 am PDT

iStock.com/Scharfsinn86

The use of an AI-powered surveillance program by law enforcement in New York has come under scrutiny in a federal drug trafficking case, bringing questions regarding privacy rights and the legality of such technology to the forefront.

The case revolves around David Zayas, a convicted drug dealer from Massachusetts, who was apprehended during a seemingly routine traffic stop in Westchester County, New York.

According to federal court documents reviewed by Fox Newsl, the AI-powered surveillance program, known as “Rekor Scout,” was employed by Westchester County police to track and analyze license plate data from an extensive network of license plate readers (LPRs).

Through this system, authorities identified a car following a known drug-trafficking route and exhibiting patterns of narcotics trafficking.

It was discovered that Zayas made nine trips between Massachusetts and New York City and its bordering suburbs over a two-year period, during which his movements were meticulously tracked by the surveillance program.

The police, relying on the information gathered by the AI-driven LPRs, eventually pulled him over for minor traffic infractions on March 10, 2022.

Upon searching Zayas’ vehicle, law enforcement officials discovered 112 grams of crack cocaine, a semiautomatic pistol and $34,000 in cash, leading to the subsequent federal drug trafficking case against Zayas.

However, the use of the AI-powered analytic software in this case has raised serious concerns over privacy rights.

Zayas’ lawyer, Ben Gold, exposed the program’s existence and questioned its legality, arguing that the system operates without any judicial oversight or warrants, effectively allowing the government to track the precise location histories of individuals without cause or suspicion.

“During this two-year time period, the government — as was done in this case — can learn, without a warrant, the precise location histories of virtually anyone traveling on major roads in Westchester County,” Gold wrote in a court filing. “The breadth of this LPR system is spectacular and amounts to a warrantless search.

“The search of Mr. Zayas’s location history over a period of two-years represents a search of previously unimaginable proportion that threatens to shatter the ‘degree of privacy against government that existed when the Fourth Amendment was adopted,’” Gold continued.

Gold’s motion to suppress evidence shed further light on the extent of the surveillance program’s capabilities.

According to the filing, Westchester County police operate one of the largest automatic number-plate recognition (ALPR) databases in the country as part of its Real Time Crime Center.

The database consists of at least 480 LPRs that scan and record about 16.2 million vehicles each week.

This data is retained for a period of two years, enabling retroactive tracking of people’s movements with a simple search query.

“The breadth and detail of that search is limited only by the number of cameras inputting information into the database and the length of time the data is retained,” Gold argued in the court filing.

The widespread use of ALPR technology and the advanced capabilities of the AI-driven surveillance system have led to a debate on the invasion of privacy and the potential violation of Fourth Amendment rights protecting against unreasonable searches and seizures.

Despite Gold’s efforts to uncover the locations of these cameras through public records request, the information was denied, with authorities admitting that the camera locations change frequently. Moreover, it was revealed that the Real Time Crime Center participates in data sharing with other local departments and has access to a national database, further raising concerns about the scope of the surveillance network.

In response to the mounting legal challenges and public outcry, federal prosecutor Damian Williams revealed that both parties are nearing the conclusion of a plea agreement.

Zayas has already pleaded guilty and is currently awaiting sentencing.

Categories: Tech Tags: drug trafficking, Fourth Amendment, AI, surveillance program, LPR, Rekor Scout, David Zayas, priva-cy, New York, traffic stop

Primary Sidebar

Recent Articles

  • National Law Enforcement Officers Memorial Fund launches 2025 Bid for the Badge online auction
  • National Law Enforcement Officers Memorial Fund announces “Restoring the Ranks” conference on recruitment and retention
  • York County ambush leaves three officers dead, others critically wounded
  • California lawmakers push mask ban for officers, raising safety concerns
  • A golden key to suicide prevention
  • Building positive media relations
  • The urgency to protect those who protect us
  • Wellness for warriors: C.O.P.S. can help
  • When knowing isn’t enough
  • Honoring the Fallen Heroes of 9/11

Footer

Our Mission
To serve as a trusted voice of the nation’s law enforcement community, providing informative, entertaining and inspiring content on interesting and engaging topics affecting peace officers today.

Contact us: info@apbweb.com | (800) 234-0056.

  • Facebook
  • Instagram
  • Twitter

Categories

  • Editor’s Picks
  • On the Job
  • Labor
  • Tech
  • Training
  • Policy
  • Health/Wellness
  • Community
  • Offbeat
  • We Remember
  • Jobs and Careers
  • Events

Editor’s Picks

The future is here

The future is here

August 21, 2025

A winding road

A winding road

August 20, 2025

Do you know your emotional intelligence?

Do you know your emotional intelligence?

August 17, 2025

Law enforcement responds to tragic Texas flooding

Law enforcement responds to tragic Texas flooding

August 11, 2025

Policies | Consent Preferences | Copyright © 2025 APB Media, LLC | Website design, development and maintenance by 911MEDIA

Open

Subscribe

Close

Receive the latest news and updates from American Police Beat directly to your inbox!

  • This field is for validation purposes and should be left unchanged.