• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

The rise of 'conspicuous waiting': The 19th-century economic theory that explains why Gen Z posts their place in line

2

He worked 100-hour weeks to save a nearly bankrupt boat company. At 83, he’s just turned down $400 million for it—and gave it all to charity instead

3

Costco's $14 million email settlement: Who qualifies for an up-to $500 payment and how to claim before the Aug. 24 deadline

1

The rise of 'conspicuous waiting': The 19th-century economic theory that explains why Gen Z posts their place in line

2

He worked 100-hour weeks to save a nearly bankrupt boat company. At 83, he’s just turned down $400 million for it—and gave it all to charity instead

3

Costco's $14 million email settlement: Who qualifies for an up-to $500 payment and how to claim before the Aug. 24 deadline
Techfacial recognition

Airport and Payment Facial Recognition Systems Fooled by Masks and Photos, Raising Security Concerns

Jeff John Roberts
By
Jeff John Roberts
Jeff John Roberts
Editor, Finance and Crypto
Down Arrow Button Icon
Jeff John Roberts
By
Jeff John Roberts
Jeff John Roberts
Editor, Finance and Crypto
Down Arrow Button Icon
December 12, 2019, 7:59 AM ET
Add Fortune on Google for similar content.

Masks and simple photographs are enough to fool some facial recognition technology, highlighting a major shortcoming in what is billed as a more effective security tool.

The test, by artificial intelligence company Kneron, involved visiting public locations and tricking facial recognition terminals into allowing payment or access. For example, in stores in Asia—where facial recognition technology is deployed widely—the Kneron team used high quality 3-D masks to deceive AliPay and WeChat payment systems in order to make purchases.

Those systems, which resemble the ones seen in airports, use a person’s face rather than a PIN or a fingerprint to validate user’s identity. Such masks, in theory, could allow fraudsters to use another person’s face—and bank account—to go shopping.

More alarming were the tests deployed at transportation hubs. At the self-boarding terminal in Schiphol Airport, the Netherlands’ largest airport, the Kneron team tricked the sensor with just a photo on a phone screen. The team also says it was able to gain access in this way to rail stations in China where commuters use facial recognition to pay their fare and board trains.

The transportation experiments raise concerns about terrorism at a time when security agencies are exploring facial recognition as a means of saving money and improving efficiency. In the case of the payment tablets, the ability to fool WeChat and AliPay with masks raises the specter of fraud and identity theft.

Schiphol Airport, We Chat, and AliPay did not respond to requests for comment about the effectiveness of their facial recognition technology.

In the case of the masks, the deceptions worked because the facial recognition system already contained an image of the person on whose face the mask was based. Kneron acknowledges, however, that such fraud is unlikely to be widespread because the ones used in the experiment were obtained from specialty mask makers in Japan. But the San Diego-based company notes the technique could be used to defraud famous or wealthy individuals.

“This shows the threat to the privacy of users with sub-par facial recognition that is masquerading as “AI”.” Kneron’s CEO Albert Liu said. “The technology is available to fix these issues but firms have not upgraded it. They are taking shortcuts at the expense of security.”

Kneron conducted the experiments to learn about the technology’s limitations while developing its own facial recognition technology. The company, which is led backed by high-profile investors including Qualcomm and Sequoia Capital, is creating what it calls “Edge AI,” an artificial intelligence tool that does the job of recognizing individual entirely on devices rather than though cloud-based services.

Kneron also noted that its experiments could not fool some facial recognition applications, notably Apple’s iPhone X.

The company’s experiment comes at a time of intense debate over how broadly to deploy facial recognition. Fortune writer Robert Hackett, for instance, recently wrote how he has declined to use the technology to enter the publication’s New York office, citing privacy concerns.

More broadly, the reliability of facial recognition and artificial intelligence has come under scrutiny. Computer scientists, in an experiment similar to Kneron’s, recently fooled face sensors using pictures from Facebook. And in a widely reported 2017 study, MIT researchers showed how Google’s artificial intelligence confused images of a turtle for a rifle.

Meanwhile, artificial intelligence has also produced tools that can easily reproduce another person’s fingerprints—further underscoring how the biometric tools on which we increasingly rely are less secure than many people believe.

More must-read stories from Fortune:

—Big tech companies avoided over $100 billion in taxes. What that means
—The world’s fourth-largest economy is going cashless
—2020 Crystal Ball: Predictions for the economy, politics, technology, etc.
—A.I.-piloted drone race gives $1 million prize. The winner still couldn’t beat a human
—The iPhone app of the year gives your camera a long exposure boost
Catch up with Data Sheet, Fortune’s daily digest on the business of tech.

About the Author
Jeff John Roberts
By Jeff John RobertsEditor, Finance and Crypto
LinkedIn iconTwitter icon

Jeff John Roberts is the Finance and Crypto editor at Fortune, overseeing coverage of the blockchain and how technology is changing finance.

See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • TikTok icon
  • YouTube icon

Latest in Tech

var
AIWorld Cup
The World Cup’s VAR fights are a preview of every company’s AI rollout problem
By Pooya Tabesh and The ConversationJuly 31, 2026
57 minutes ago
After a nearly 1,000% surge, the AI debt orgy can’t last forever, while hidden borrowing has exploded to $1.65 trillion
Big TechDebt
After a nearly 1,000% surge, the AI debt orgy can’t last forever, while hidden borrowing has exploded to $1.65 trillion
By Jason MaJuly 31, 2026
1 hour ago
bernie
AIWhite House
16 Nobel laureates just warned AI could displace workers. Bernie thinks a sovereign wealth fund may be the answer
By Patrick J. Schena and The ConversationJuly 31, 2026
1 hour ago
Fortune 500 Power Moves: Which executives gained and lost power, July 18–31, 2026
C-SuiteFortune 500 Power Moves
Fortune 500 Power Moves: Which executives gained and lost power, July 18–31, 2026
By Fortune EditorsJuly 31, 2026
2 hours ago
Jensen Huang speaks into a microphone
SuccessCareers
Jensen Huang says this is the greatest time in history to start a business—and his advice is to stop overthinking it: ‘How hard can it be?’
By Preston ForeJuly 31, 2026
2 hours ago
An Apple flagship store
InvestingCFO Daily
Apple shows that AI winners don’t have to build the biggest models
By Sheryl EstradaJuly 31, 2026
4 hours ago

Most Popular

The rise of 'conspicuous waiting': The 19th-century economic theory that explains why Gen Z posts their place in line
Retail
The rise of 'conspicuous waiting': The 19th-century economic theory that explains why Gen Z posts their place in line
By Tatiana SatauaJuly 31, 2026
10 hours ago
He worked 100-hour weeks to save a nearly bankrupt boat company. At 83, he’s just turned down $400 million for it—and gave it all to charity instead
Success
He worked 100-hour weeks to save a nearly bankrupt boat company. At 83, he’s just turned down $400 million for it—and gave it all to charity instead
By Preston ForeJuly 29, 2026
2 days ago
Costco's $14 million email settlement: Who qualifies for an up-to $500 payment and how to claim before the Aug. 24 deadline
Retail
Costco's $14 million email settlement: Who qualifies for an up-to $500 payment and how to claim before the Aug. 24 deadline
By Sydney LakeJuly 29, 2026
2 days ago
Tim Cook signed off on his final Apple earnings call with a warning about a ‘100-year flood’ in memory chip pricing
Big Tech
Tim Cook signed off on his final Apple earnings call with a warning about a ‘100-year flood’ in memory chip pricing
By Alexei OreskovicJuly 30, 2026
17 hours ago
The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
Real Estate
The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
By Nick LichtenbergJuly 25, 2026
6 days ago
'Am I paying for the vibes?' Gen Z says it hates capitalism, but their spending patterns show they just don't like being ripped off
Retail
'Am I paying for the vibes?' Gen Z says it hates capitalism, but their spending patterns show they just don't like being ripped off
By Nick LichtenbergJuly 30, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.