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PayPal's AI-powered scam alert system might intercept your transactions now - here's why
Cybersecurity is a cat-and-mouse game, with new technologies providing more sophisticated protections -- and threats. That has only accelerated with generative AI, which has led to even more advanced attacks, but PayPal is now leveraging it to stay ahead. PayPal, which also owns the digital payment platform Venmo, has added a new, dynamic, AI-powered scam alert system to its fraud prevention initiative, which is meant to keep its worldwide ecosystem of users safer and combat scammers with quickly evolving tactics. Also: I clicked on four sneaky online scams on purpose - to show you how they work "We need to be smarter and faster than the scammers, and we're combating AI used by bad actors with more intelligent AI used for good," said Yigit Yildirim, SVP of global fraud prevention at PayPal. PayPal is rolling out AI-powered scam alerts for Friends and Family transactions on the PayPal platform globally and Venmo in the US. This alert system lets users know before they send money if something is a potential scam, as seen in the image below. Depending on the level of risk detected, the alert will show different warnings about the likelihood of each transaction being a scam, adding more friction as the risk increases. For example, at the highest confidence of a scam, it will block the payment from moving forward. For potential risks in which fewer risky signals are detected, it will take less drastic action, such as sending alerts encouraging users to verify safety or recommending actions. Also: Think your Venmo is private? You should double-check this setting PayPal said the differentiating alerts were intentionally chosen to improve fraud prevention effectiveness. The company also said that if a customer receives the same static warning every day, users will be more inclined to ignore it. "Consider this scenario we worked to avoid: If you send the same friend money for lunch every week but always receive the same generic warning to watch out for scams, it not only interferes with your payment experience, but it leads you to ignore the warnings altogether," said Yildirim. To power the alerts and detect risk signals, PayPal uses continually learning AI models that can adapt to the emergence of new types of scams, detecting scams they weren't necessarily trained on by analyzing billions of data points and updating themselves when patterns change. Also: How AI agents help hackers steal your confidential data - and what to do about it "With continually learning models, our AI can understand similarities between a known and a new scam and help us detect the new one. Backed by our risk controls and research, the AI is leveraged to alert customers to a potential scam, even if we have not seen that exact same scam before," said Yildirim. Moreover, the model will then remember this new information for future scam detection efforts. Get the morning's top stories in your inbox each day with our Tech Today newsletter.
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PayPal's AI now blocks scams before you click
PayPal has implemented a new AI-powered scam alert system to enhance fraud prevention for its global user base, including Venmo users in the United States, according to ZDNet. This initiative combats evolving scam tactics by leveraging artificial intelligence to identify and mitigate potential risks in transactions. PayPal's new system deploys AI-powered scam alerts specifically for Friends and Family transactions on the PayPal platform globally and for Venmo transactions within the U.S. These alerts notify users of a potential scam before money is sent. The system's response varies based on the detected risk level, increasing friction as risk indicators rise. Yigit Yildirim, SVP of global fraud prevention at PayPal, stated, "We need to be smarter and faster than the scammers, and we're combating AI used by bad actors with more intelligent AI used for good." He further elaborated on the system's design, noting, "Consider this scenario we worked to avoid: If you send the same friend money for lunch every week but always receive the same generic warning to watch out for scams, it not only interferes with your payment experience, but it leads you to ignore the warnings altogether." Why Google Wallet is quietly cutting PayPal out For instances indicating the highest confidence of a scam, the system will block the payment from proceeding. If fewer risky signals are detected, the system takes less drastic action, such as issuing alerts that encourage users to verify transaction safety or recommending specific actions. PayPal indicated that these differentiated alerts were intentionally selected to improve the effectiveness of fraud prevention, reasoning that consistent static warnings might lead to user disregard. The system operates using continually learning AI models that adapt to new scam types. These models detect scams not explicitly trained on by analyzing billions of data points and updating themselves as patterns change. Yildirim explained, "With continually learning models, our AI can understand similarities between a known and a new scam and help us detect the new one. Backed by our risk controls and research, the AI is leveraged to alert customers to a potential scam, even if we have not seen that exact same scam before." The model then stores this new information for future scam detection efforts.
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PayPal introduces an advanced AI-driven scam alert system for its global platform and Venmo in the US, aiming to intercept potential fraud in real-time and adapt to emerging scam patterns.
PayPal, the global digital payment giant, has introduced a cutting-edge AI-powered scam alert system to bolster its fraud prevention efforts. This new initiative aims to protect PayPal's worldwide user base, including Venmo users in the United States, from increasingly sophisticated scam tactics 12.
Source: ZDNet
The newly implemented system focuses on Friends and Family transactions on the PayPal platform globally and Venmo transactions within the U.S. It employs a dynamic approach to risk assessment, providing users with alerts before they send money if a potential scam is detected 1.
Yigit Yildirim, SVP of global fraud prevention at PayPal, emphasized the importance of this adaptive system: "We need to be smarter and faster than the scammers, and we're combating AI used by bad actors with more intelligent AI used for good" 1.
The alert system's response varies based on the detected risk level:
Source: Dataconomy
At the heart of PayPal's new fraud prevention system are continually learning AI models. These models can adapt to new scam types by analyzing billions of data points and updating themselves as patterns change 1.
Yildirim explained the system's capabilities: "With continually learning models, our AI can understand similarities between a known and a new scam and help us detect the new one. Backed by our risk controls and research, the AI is leveraged to alert customers to a potential scam, even if we have not seen that exact same scam before" 12.
PayPal has designed the system to strike a balance between security and user experience. The company recognized that static, repetitive warnings could lead to user fatigue and disregard for alerts. Yildirim illustrated this point with an example: "If you send the same friend money for lunch every week but always receive the same generic warning to watch out for scams, it not only interferes with your payment experience, but it leads you to ignore the warnings altogether" 12.
The introduction of this AI-powered system reflects the ongoing cat-and-mouse game in cybersecurity. As new technologies provide more sophisticated protections, they also give rise to more advanced threats. The advent of generative AI has accelerated this trend, leading to even more sophisticated attacks 1.
PayPal's initiative represents a proactive approach to staying ahead of scammers, leveraging AI technology to combat fraud in real-time. By continuously learning and adapting, the system aims to detect and prevent scams, even those that it wasn't explicitly trained to recognize 12.
As digital payments continue to grow in popularity, such advanced security measures become increasingly crucial in maintaining user trust and safeguarding financial transactions in the digital age.
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