Using AI, Mastercard Expects to Find Compromised Cards Quicker, Before They Get Used by Criminals

FILE - A sign indicating MasterCard credit cards are accepted is posted at a New York business, Jan. 21, 2015. Mastercard said Wednesday, May 21, 2024, that it expects to be able to discover that your credit or debit card number has been compromised well before it ends up in the hands of a cybercriminal. (AP Photo/Mark Lennihan, File)
FILE - A sign indicating MasterCard credit cards are accepted is posted at a New York business, Jan. 21, 2015. Mastercard said Wednesday, May 21, 2024, that it expects to be able to discover that your credit or debit card number has been compromised well before it ends up in the hands of a cybercriminal. (AP Photo/Mark Lennihan, File)
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Using AI, Mastercard Expects to Find Compromised Cards Quicker, Before They Get Used by Criminals

FILE - A sign indicating MasterCard credit cards are accepted is posted at a New York business, Jan. 21, 2015. Mastercard said Wednesday, May 21, 2024, that it expects to be able to discover that your credit or debit card number has been compromised well before it ends up in the hands of a cybercriminal. (AP Photo/Mark Lennihan, File)
FILE - A sign indicating MasterCard credit cards are accepted is posted at a New York business, Jan. 21, 2015. Mastercard said Wednesday, May 21, 2024, that it expects to be able to discover that your credit or debit card number has been compromised well before it ends up in the hands of a cybercriminal. (AP Photo/Mark Lennihan, File)

Mastercard said Wednesday that it expects to be able to discover that your credit or debit card number has been compromised well before it ends up in the hands of a cybercriminal.

In its latest software update rolling out this week, Mastercard is integrating artificial intelligence into its fraud-prediction technology that it expects will be able to see patterns in stolen cards faster and allow banks to replace them before they are used by criminals.

“Generative AI is going to allow to figure out where did you perhaps get your credentials compromised, how do we identify how it possibly happened, and how do we very quickly remedy that situation not only for you, but the other customers who don't know they are compromised yet,” said Johan Gerber, executive vice president of security and cyber innovation at Mastercard, in an interview.

Mastercard, which is based in Purchase, New York, says with this new update it can use other patterns or contextual information, such as geography, time and addresses, and combine it with incomplete but compromised credit card numbers that appear in databases to get to the cardholders sooner to replace the bad card, The AP reported.

The patterns can now also be used in reverse, potentially using batches of bad cards to see potentially compromised merchants or payment processors. The pattern recognition goes beyond what humans could do through database inquiries or other standard methods, Gerber said.

Billions of stolen credit card and debit card numbers are floating in the dark web, available for purchase by any criminal. Most were stolen from merchants in data breaches over the years, but also a significant number have been stolen from unsuspecting consumers who used their credit or debit cards at the wrong gas station, ATM or online merchant.

These compromised cards can remain undetected for weeks, months or even years. It is only when the payment networks themselves dive into the dark web to fish for stolen numbers themselves, a merchant learns about a breach, or the card gets used by a criminal do the payments networks and banks figure out a batch of cards might be compromised.

“We can now actually proactively reach out to the banks to make sure that we service that consumer and get them a new card in her or his hands so they can go about their lives with as little disruption as possible,” Gerber said.

The payment networks are largely trying to move away from the “static” credit card or debit card numbers — that is a card number and expiration date that is used universally across all merchants — and move to unique numbers for specific transactions. But it may take years for that transition to happen, particularly in the US where payment technology adoption tends to lag.

While more than 90% of all in-person transactions worldwide are now using chip cards, the figure in the US is closer to 70%, according to EMVCo, the technological organization behind the chip in credit and debit cards.

Mastercard's update comes as its major competitor, Visa Inc., also looks for ways to make consumers discard the 16-digit credit and debit card number. Visa last week announced major changes to how credit and debit cards will operate in the US, meaning Americans will be carrying fewer physical cards in their wallets, and the 16-digit credit or debit card number printed on every card will become increasingly irrelevant.

 

 

 

 



In Canada Lake, Robot Learns to Mine without Disrupting Marine Life 

A Impossible Metals worker workers help positioning the Eureka II, a robotic underwater vehicle while lifting up from the water in Collingwood, Ontario, on May 1, 2025. (AFP)
A Impossible Metals worker workers help positioning the Eureka II, a robotic underwater vehicle while lifting up from the water in Collingwood, Ontario, on May 1, 2025. (AFP)
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In Canada Lake, Robot Learns to Mine without Disrupting Marine Life 

A Impossible Metals worker workers help positioning the Eureka II, a robotic underwater vehicle while lifting up from the water in Collingwood, Ontario, on May 1, 2025. (AFP)
A Impossible Metals worker workers help positioning the Eureka II, a robotic underwater vehicle while lifting up from the water in Collingwood, Ontario, on May 1, 2025. (AFP)

Three robotic arms extended under the water in a Canadian lake, delicately selecting pebbles from the bed, before storing them back inside the machine.

The exercise was part of a series of tests the robot was undergoing before planned deployment in the ocean, where its operators hope the machine can transform the search for the world's most sought-after metals.

The robot was made by Impossible Metals, a company founded in California in 2020, which says it is trying to develop technology that allows the seabed to be harvested with limited ecological disruption.

Conventional underwater harvesting involves scooping up huge amounts of material in search of potato-sized things called poly-metallic nodules.

These nodules contain nickel, copper, cobalt, or other metals needed for electric vehicle batteries, among other key products.

Impossible Metals' co-founder Jason Gillham told AFP his company's robot looks for the nodules "in a selective way."

The prototype, being tested in the province of Ontario, remains stationary in the water, hovering over the lake bottom.

In a lab, company staff monitor the yellow robot on screens, using what looks like a video game console to direct its movements.

Using lights, cameras and artificial intelligence, the robot tries to identify the sought-after nodules while leaving aquatic life, such as octopuses' eggs, coral, or sponges, undisturbed.

- 'A bit like bulldozers' -

In a first for the nascent sector, Impossible Metals has requested a permit from US President Donald Trump to use its robot in American waters around Samoa, in the Pacific.

The company is hoping that its promise of limited ecological disruption will give it added appeal.

Competitors, like The Metals Company, use giant machines that roll along the seabed and suck up the nodules, a highly controversial technique.

Douglas McCauley, a marine biologist at the University of California, Santa Barbara, told AFP this method scoops up ocean floor using collectors or excavators, "a bit like bulldozers," he explained.

Everything is then brought up to ships, where the nodules are separated from waste, which is tossed back into the ocean.

This creates large plumes of sediment and toxins with a multitude of potential impacts, he said.

A less invasive approach, like that advocated by Impossible Metals, would reduce the risk of environmental damage, McCauley explained.

But he noted lighter-touch harvesting is not without risk.

The nodules themselves also harbor living organisms, and removing them even with a selective technique, involves destroying the habitat, he said.

Impossible Metals admits its technology cannot detect microscopic life, but the company claims to have a policy of leaving 60 percent of the nodules untouched.

McCauley is unconvinced, explaining "ecosystems in the deep ocean are especially fragile and sensitive."

"Life down there moves very slowly, so they reproduce very slowly, they grow very slowly."

Duncan Currie of the Deep Sea Conservation Coalition said it was impossible to assess the impact of any deep sea harvesting.

"We don't know enough yet either in terms of the biodiversity and the ecosystem down there," he told AFP.

According to the international scientific initiative Ocean Census, only 250,000 species are known, out of the two million that are estimated to populate the oceans.

- High demand -

Mining is "always going to have some impact," said Impossible Metals chief executive and co-founder Oliver Gunasekara, who has spent most of his career in the semiconductor field.

But, he added, "we need a lot more critical minerals, as we want to electrify everything."

Illustrating the global rush toward underwater mining, Impossible Metals has raised US$15 million from investors to build and test a first series of its Eureka 3 robot in 2026.

The commercial version will be the size of a shipping container and will expand from three to 16 arms, and its battery will grow from 14 to nearly 200 kilowatt-hours.

The robot will be fully autonomous and self-propel, without cables or tethers to the surface, and be equipped with sensors.

While awaiting the US green light, the company hopes to finalize its technology within two to three years, conduct ocean tests, build a fleet, and operate through partnerships elsewhere in the world.