Photo via The Guardian

Police use facial recognition to scan one million faces in WA trial leading to 122 arrests

Read the original at The Guardian ↗
Cite

Buckley, P., & Caldwell, I. (2026, November 2). Police use facial recognition to scan one million faces in WA trial leading to 122 arrests. The Guardian. https://www.theguardian.com/australia-news/2026/nov/02/wa-police-facial-recognition-technology-trial

Dated from the outlet's own feed. Check the original for its byline.

The Guardian · collected 2026-11-02 · by Penry Buckley, Ima Caldwell

Quick Summary

Western Australia's police department conducted a five-month trial using real-time facial recognition technology, scanning over 1.38 million faces during 100 deployments across the state. This led to 122 arrests and nine incorrect alerts, with no complaints or false arrests from these errors. The police maintained that each alert resulted in an interaction where officers verified identities before taking further action. Civil liberties groups criticized the framing of the error rate and questioned the legitimacy of scanning individuals without reasonable suspicion.
Written by AI on 2026-11-02, from this article's own text only (the story summary below draws on all the coverage).

Story

📰 Police Facial Recognition Trial Arrests
Crime & Law · 1 article(s) covering the same event.

Compared with similar articles

Nothing to compare against. No article is close enough to this one for the pipeline to have linked or judged the pair.
How this article was measured signals, leaning charts, publisher record, byline, topics and claims

Signals How these are calculated →

Claims extracted
26
sentences that state something as happening or true
Uncertain
8%
2 of 26 hedged ("reportedly", "may", "according to")
Leaning
not political
takes no side on a contested political question
Publisher signals
66/100
The Guardian's corrections and hedging, across everything collected from it. Not a measure of accuracy.
Outlets on this story
1
Crime & Law
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-11-02 · how these are computed

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Publisher

The Guardian · 2814 article(s) · 6 correction(s) detected
Running correction rate · 6 correction(s)

Who wrote this

Penry Buckley
18 article(s) here · 1 carrying a prediction
🔮 But I think the important thing for us is to engage with our community just like we would if a human thought someone was a wanted person.”
🔮 These online interviews test candidate ideas for the future of the state, their knowledge of the parliamentary system and how they could contribute to a future One Nation government.
🔮 On Saturday, police had released CCTV images of a male they believed could assist with inquiries.
🔮 Earlier this month, One Nation’s NSW leader, Mike Newman, and the federal MP Barnaby Joyce revealed Jeff Bacon would be second on the party’s upper house ticket in the March state election.
🔮 He was expected to appear at a bail hearing on Thursday.
🔮 Asked if she would disclose her work for the party in future columns for the paper, Campion said that “as an opinion writer, I don’t think anyone who has read my column would be shocked that I would want to help One Nation”.
🔮 The lord mayor, Clover Moore, released renders in August for the plaza opposite Sydney’s town hall.
🔮 The Law Enforcement Conduct Commission (Lecc) has said that its inquiry into the February protest at Sydney’s town hall, launched after widespread allegations of police brutality, would go ahead this month with a mix of public and private examinations, saying the timing of issues raised by police commissioner, Mal Lanyon, was “regrettable”.
🔮 The commission said greenhouse gases from the coal mined near Singleton would contribute to climate change impacts that affected the “people, economy and environment of the Hunter region, NSW and globally”, but said those impacts were outweighed by local benefits, including “employment, economic activity, support for local business, ongoing royalties and taxation revenue”.
🔮 As the commission detailed allegations of blackmail by Labor councillors in Sydney’s inner west, you could have been forgiven for thinking the whole show was a bit of a, well, damp squib.
Also by Penry Buckley
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 18 articles by Penry Buckley →
Ima Caldwell
6 article(s) here · 1 carrying a prediction
🔮 But I think the important thing for us is to engage with our community just like we would if a human thought someone was a wanted person.”
🔮 “Lapwings will often become accustomed to the local patterns of people using a site and in many situations people modify their behaviour to avoid the core nesting area,” Holdsworth said.
🔮 It is horrifying to think how much worse this could have been,” Grech said.
🔮 We will always stand on the side of renters.”
🔮 Temperatures in Sydney’s outer west reached 35.4C in Richmond and 35C in Penrith on Monday, just before forecasted cold snap via a south-southeasterly change.
🔮 A new institute dedicated to improving emergency medical care for severely injured children will be established in New South Wales following recent high-profile trauma events in the state.
Also by Ima Caldwell
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 6 articles by Ima Caldwell →

Topics

Civil Liberties Australia OIC WA Western Australia the Office of the Information Commissioner WA the Perth Royal Show

Subjects

Blanch PERSON · 2× Bill Rowlings PERSON · 1× Civil Liberties Australia ORG · 1× Col Blanch PERSON · 1× OIC WA ORG · 1× The OIC WA ORG · 1× Western Australia GPE · 1× the Office of the Information Commissioner WA ORG · 1×

Narrative

The surveillance vans have now been removed from public deployment while the force conducts an internal evaluation into how the technology performed on the ground and its community impacts, including “reviewing the safeguards and whether all requirements were met”.
framing: assertive · carried by 1 article(s) · first seen 2026-11-02
🔮 But I think the important thing for us is to engage with our community just like we would if a human thought someone was a wanted person.”

Claims (26 extracted, 2 hedged)

More than a million people have had their faces scanned in a trial of real-time facial recognition technology in Western Australia, resulting in 122 arrests and nine incorrect alerts. asserted
faces → have → arrests
WA police said under the five-month trial, which concluded on Saturday, the technology scanned 1,380,882 faces after 100 deployments across 43 regional and metropolitan locations. asserted
technology → say → locations
Alongside the 122 arrests, the alerts led officers to engage with 146 registered sex offenders and locate 10 people for a welfare check. asserted
alerts → lead → check
The deployments included three operations at the Perth Royal Show, where 223,749 faces were scanned, resulting in 15 alerts, three arrests and seven “interactions” with registered sex offenders. asserted
faces → include → offenders
A police spokesperson confirmed the system generated nine incorrect alerts against the total 1.38m scans, meaning there was an error rate of 0.00065%. asserted
system → confirm → %
Addressing the false matches at a media conference on Sunday, the WA police commissioner, Col Blanch, confirmed officers engaged with each individual. asserted
officers → address → individual
“I want to be very clear on those false alerts,” he said. asserted
he → want → alerts
“No one was arrested. asserted
one → arrest → ?
No one made a complaint. asserted
one → make → complaint
Each one did result in an interaction with that person and asking them relevant questions. asserted
one → result → questions
“It’s a very, very, very low number. asserted
It → ’ → ?
It’s not zero. asserted
It → ’ → ?
We’d love it to be zero. asserted
it → love → ?
But I think the important thing for us is to engage with our community just like we would if a human thought someone was a wanted person.” asserted
someone → think → community
Blanch acknowledged the technology was “not perfect” and that authorities “knew this going into this trial”, but maintained that officers followed up on alerts in the same way they would if a member of the public raised suspicions. asserted
member → acknowledge → suspicions
However, civil liberties advocates have criticised how the WA police framed the error rate. asserted
police → criticise → rate
The chief executive of Civil Liberties Australia, Bill Rowlings, said WA police were “severely gilding the lily” by claiming the incorrect alert rate was 0.00065% and suggested it should instead be calculated by comparing how many of the arrests resulted in convictions. “We will only know what the incorrect rate is when the 122 people arrested have their day in court,” he said. uncertain
he → say → court
“If half the 122 arrested … are not convicted, the ‘incorrect’ rate will be 50%,” he said in a statement, saying police had performed the almost 1.4m scans “with no reasonable suspicion whatsoever”. asserted
police → arrest → suspicion
When the trial was announced, the state’s independent privacy watchdog, the Office of the Information Commissioner WA (OIC WA), said it was not involved in implementing the trial, warning of “collective privacy harms” in a statement. asserted
it → announce → statement
The OIC WA was contacted for comment. asserted
WA → contact → comment
On Sunday, Blanch said the trial “focused on using modern technology responsibly to identify people who presented a risk, while allowing the vast majority of people to go about their day without any impact”. asserted
majority → say → impact
Under the trial guidelines, cameras mounted on or positioned near marked police vehicles scanned faces in designated public areas, matching them against an alert list drawn from police databases. asserted
cameras → mount → databases
Police said images of people who weren’t on the list were pixelated in real time and deleted immediately without being stored. asserted
who → say → time
The trial previously triggered backlash over concerns about privacy and algorithmic bias. asserted
trial → trigger → privacy
Experts say the technology could disproportionately affect marginalised groups who are already overrepresented on police watchlists, with facial recognition algorithms historically having higher false-match rates for people with darker skin tones. uncertain
algorithms → say → tones
The surveillance vans have now been removed from public deployment while the force conducts an internal evaluation into how the technology performed on the ground and its community impacts, including “reviewing the safeguards and whether all requirements were met”. asserted
requirements → remove → safeguards
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