Flock车牌识别系统错误地将一名圣地亚哥男子与一起暴力犯罪联系在了一起。
Flock license plate reader wrongly linked a San Diego man to a violent crime

原始链接: https://timesofsandiego.com/crime/2026/06/07/a-flock-license-plate-reader-linked-a-san-diego-man-to-a-violent-crime-he-was-five-miles-away/

雨果·帕拉(Hugo Parra)和阿里尔·贝尔特兰(Ariel Beltran)因被错误指控犯有暴力劫车罪并遭逮捕,现正就民权受侵害一事起诉圣地亚哥市。尽管两人是清白的,但警方仅凭私人安防公司 Flock 的自动车牌识别系统(ALPR)所提供的错误“命中”信息,就将他们的车辆与犯罪联系了起来。 尽管案发时两人身处五英里之外,且警方始终未找到任何武器,但警方仍无视他们的不在场证明以及相互矛盾的监控数据。帕拉在监狱中与暴力罪犯关押在一起近一个月,直至指控最终被撤销。 此案凸显了人们对大规模监控技术可靠性的日益担忧。批评人士认为,执法部门对自动化系统的过度依赖,加上缺乏调查时的怀疑精神,创造了导致无辜者频繁受害的“灾难配方”。尽管存在记录在案的失误和隐私争议,圣地亚哥市仍在继续扩大其价值数百万美元的监控合同。帕拉和贝尔特兰在经历重大个人生活和法律动荡后获释,目前正寻求赔偿,理由是警方草率定案且未能分析基本证据,导致了严重的司法不公。

近期圣地亚哥发生的一起事件引起了 Hacker News 社区的热烈讨论:一名男子因 Flock 公司的自动车牌识别系统(ALPR)误报,被错误地以暴力犯罪为由关押。 讨论的焦点在于:责任究竟在于技术本身,还是警察对该技术的过度依赖?批评者认为,Flock 系统在缺乏适当核实的情况下激励警方根据数据点采取行动,助长了“有罪推定”的文化。许多用户指出,尽管系统识别出了与嫌疑车辆相符的汽车,但当局并未交叉核实其他可用数据(例如后续的监控录像),而这些数据本可以立即证明该男子的清白。 参与者强调了系统性问题,指出警察往往被激励去优先考虑效率而非严谨性,从而导致了伤害性的“地毯式搜查”。该技术的质疑者认为,即使系统在某些情况下能提供“无罪证明”,但其被滥用的潜力和缺乏有效的问责机制,使其对公民自由构成了负面影响。最终,社区达成共识:如果工具需要完美的人类监督才能避免严重伤害,那么在缺乏问责机制和高压的执法环境下,这种工具从根本上就是有缺陷的。
相关文章

原文

When Hugo Parra was arrested last year on felony charges, his pleas of innocence fell on deaf ears.

San Diego police had a description of the Alfa Romeo car he was riding in and a witness who identified him during a curbside lineup as the man who brandished a handgun in Golden Hill. They had also checked the city’s automatic license plate camera system, run by the private company Flock, and got a “hit,” substantiating the claim.

The problem, says attorney Alex Coolman, was that Parra was five miles away from Golden Hill at the time of the crime, and the so-called hit from the license plate reader was captured before any police pursuit began.

“This Flock hit was obviously the wrong car, as it could not have been in both places simultaneously,” said Coolman, who represents Parra and the driver, 23-year-old Ariel Beltran.

Despite the signs pointing to it being a different Alfa Romeo, police arrested Beltran and Parra.

Nonetheless, Parra spent nearly one month behind bars, missing Thanksgiving and other special events with his family, before the assault with a firearm and evasion charges were dropped.

“I was in disbelief,” Parra told Times of San Diego in an email. “Sitting in jail, I was full of fear and adrenaline because I was being charged with a violent crime. I was placed with a high-power, dangerous population. I remember a specific man there had murdered two people, but there were a few more murderers.”

Now Parra and Beltran are preparing to sue the city for civil rights violations and negligence.

San Diego Police and the city attorney’s office declined to comment on pending litigation.

San Diego’s surveillance systems

For years, officials have argued that mass surveillance is worth the cost, both socially and economically, because it gathers incontrovertible proof of someone’s guilt or innocence. However, there’ve also been numerous examples across the United States of people being falsely arrested due to mistakes, either because officers failed to analyze the data or because of faulty surveillance tools.

“Mass surveillance without any sense of skepticism, or common sense, is a recipe for disaster,” Coolman said in an interview. “Law enforcement will come up with false positives all the time, the broader the surveillance net is cast.”

In this instance, San Diego Police reports show that officers were relying on a description of a red Italian sports car with tinted windows because they didn’t catch the license plate of the car that sped off. But even if they had, the problem remains that machines themselves have been known to misread numbers.

Just last month, the Institute for Justice identified at least 17 cases in the United States of officers allegedly using Automated License Plate Reader technology to keep tabs on partners, exes, and strangers who had caught their eye.

The Flock system has been controversial in San Diego as well. But, while other cities have dropped the company and not renewed contracts for sharing data with federal agencies, including immigration authorities, San Diego presses ahead.

In November 2023, the city entered into a $7 million contract with Flock Systems and Ubicquia, Inc., to get the streetlight cameras and license plate readers up and running and an additional $2 million annually for the service.

In December 2025, the San Diego Police Department looked to bolster its license plate reader program. As reported by Axios in April 2026, the San Diego Police signed a contract to pilot a Flock data-integration platform. The platform, Flock Nova, enabled the cameras to capture audio, video, and, according to the contract obtained by Times of San Diego, to retrieve data from connected devices.

The department told Axios, however, that it did not plan to use the new platform.

The false Flock hit and false arrest

On Nov. 26, 2025, the afternoon before Thanksgiving, San Diego Police responded to an attempted carjacking call in the 2800 block of E Street. Police tried to stop a red Alfa Romeo 10 minutes later on Broadway. The driver fled, driving on the wrong side of the road, speeding onto the 94 West, then I-5 North. Officers lost sight of the car near West Quince Street and India Street, near Little Italy, as the red Alfa Romeo reached speeds of 100 miles per hour. Officers, however, were unable to get a clear look at the Alfa Romeo’s license plate number.

As police looked for the suspect near downtown, the victim described the would-be carjacker as, according to the police report, “a Hispanic male, in his 20’s, tan/medium skin tone” with a goatee and dressed in a gray hoodie, “with the hood up.”

Meanwhile, on the other side of town, five miles away in Old Town, just 23 seconds after San Police Officers in Golden Hill tried stopping the suspected carjacker, a Flock Automated License Plate Reader captured a photo of a red Alfa Romeo driving on the 2200 block of Moore Street.

ALPR located at 2244 Moore Street – Photo by Adrian Childress


Detective Gary Gonzales, one of the officers in pursuit of the suspected carjacker, received the photo from the Flock license plate reader and, according to his report, “recognized the vehicle in the image as the vehicle [we] were pursuing due to the red paint and black tinted windows.”

Image taken by Flock ALPR of red Alfa Romeo driven by Ariel Beltran

A San Diego Police Officer in Old Town spotted what he believed was the red Alfa Romeo and watched as Parra, Beltran, and another man exited the car and headed into a cigar lounge.

The officer informed dispatch that one of the men, whom the officer described as a “heavy-set Hispanic male, wearing a white hoodie,” matched the victim’s description, other than having a different-colored hooded sweatshirt.

Officers went into the cigar lounge and arrested Parra, Beltran, and their friend, Christian Lopez.

During a police interview, Parra told officers of his whereabouts before heading to Old Town.

“My friend picked me up from my apartment in his red Alfa Romeo, then drove straight to the Cigar Shop right there,” Parra said. “Nothing else happened. I am on probation, and I have a fourth waiver.”

Despite the men all stating that they were not in Golden Hill and did not have any weapons, police brought the carjacking victim to Old Town to help identify them.

The victim said he recognized Parra. “I know, because the jacket and the beard. The skin color,” reads the police report.

A police search of the car found no weapons. Despite the contrasting information, police transported Beltran and Parra to Central Jail.

Beltran bailed out the following day. He then spent several days calling and emailing the detective to protest his innocence. He even visited the Central Division station with the hope of clearing his name.

“It seemed like he was there, but just didn’t care to talk to me,” Beltran told Times of San Diego in response to written questions. “The only time he answered was when the case was dismissed, stating I was able to go pick up my phone.”

Police reports, obtained by Times of San Diego, show that, after being arrested, Parra and Beltran told the officers that they had just come from downtown. Their tort claim notes that the path the men took to the cigar lounge passed by several other Flock cameras, which could have corroborated their story, as well as the location data on their cell phones.

For Parra and Beltran, both with criminal records, the arrest can have lasting impacts.

While officials argue that surveillance can exonerate the innocent, activists have countered that these systems put people like Parra and Beltran in a vulnerable position because their every interaction with law enforcement is colored by their past. Once they get into a courtroom, judges will consider those records.

Parra was on probation in November 2025, and so his probation officer was notified of the arrest.

The men’s tort claims, filed in April and obtained by Times of San Diego through a California Public Records Act request, argue that San Diego Police misread its own surveillance system and ignored exculpatory evidence in a rush to judgment.

The men’s claims seek $1.5 million apiece in damages.

Now, nearly eight months later, Parra still feels like he’s under a cloud of suspicion — paranoid whenever a police officer or patrol vehicle comes into view.

“I remember all the horrible accusations being said by the [district attorney] and judge about me, and how I was a dangerous threat to the public,” Parra wrote. “I was able to experience being seen as guilty until proven innocent instead of the other way around.”

Attorney Coolman says the city has denied the men’s claims, meaning he will soon file a lawsuit on their behalf.

The San Diego Police Department declined to comment for this story.

联系我们 contact @ memedata.com