Cybercriminal groups peddling sophisticated phishing kits that convert stolen card data into mobile wallets have recently shifted their focus to targeting customers of brokerage services, new research shows. Undeterred by security controls at these trading platforms that block users from wiring funds directly out of accounts, the phishers have pivoted to using multiple compromised brokerage accounts in unison to manipulate the prices of foreign stocks.

This so-called ‘ramp and dump‘ scheme borrows its name from age-old “pump and dump” scams, wherein fraudsters purchase a large number of shares in some penny stock, and then promote the company in a frenzied social media blitz to build up interest from other investors. The fraudsters dump their shares after the price of the penny stock increases to some degree, which usually then causes a sharp drop in the value of the shares for legitimate investors.

With ramp and dump, the scammers do not need to rely on ginning up interest in the targeted stock on social media. Rather, they will preposition themselves in the stock that they wish to inflate, using compromised accounts to purchase large volumes of it and then dumping the shares after the stock price reaches a certain value. In February 2025, the FBI said it was seeking information from victims of this scheme.

“In this variation, the price manipulation is primarily the result of controlled trading activity conducted by the bad actors behind the scam,” reads an advisory from the Financial Industry Regulatory Authority (FINRA), a private, non-profit organization that regulates member brokerage firms. “Ultimately, the outcome for unsuspecting investors is the same—a catastrophic collapse in share price that leaves investors with unrecoverable losses.”

Ford Merrill is a security researcher at SecAlliance, a CSIS Security Group company. Merrill said he has tracked recent ramp-and-dump activity to a bustling Chinese-language community that is quite openly selling advanced mobile phishing kits on Telegram.

“They will often coordinate with other actors and will wait until a certain time to buy a particular Chinese IPO [initial public offering] stock or penny stock,” said Merrill, who has been chronicling the rapid maturation and growth of the China-based phishing community over the past three years.

“They’ll use all these victim brokerage accounts, and if needed they’ll liquidate the account’s current positions, and will preposition themselves in that instrument in some account they control, and then sell everything when the price goes up,” he said. “The victim will be left with worthless shares of that equity in their account, and the brokerage may not be happy either.”

Merrill said the early days of these phishing groups — between 2022 and 2024 — were typified by phishing kits that used text messages to spoof the U.S. Postal Service or some local toll road operator, warning about a delinquent shipping or toll fee that needed paying. Recipients who clicked the link and provided their payment information at a fake USPS or toll operator site were then asked to verify the transaction by sharing a one-time code sent via text message.

In reality, the victim’s bank is sending that code to the mobile number on file for their customer because the fraudsters have just attempted to enroll that victim’s card details into a mobile wallet. If the visitor supplies that one-time code, their payment card is then added to a new mobile wallet on an Apple or Google device that is physically controlled by the phishers.

The phishing gangs typically load multiple stolen cards to digital wallets on a single Apple or Android device, and then sell those phones in bulk to scammers who use them for fraudulent e-commerce and tap-to-pay transactions.

This China-based phishing collective exposed a major weakness common to many U.S.-based financial institutions that already require multi-factor authentication: The reliance on a single, phishable one-time token for provisioning mobile wallets. Happily, Merrill said many financial institutions that were caught flat-footed on this scam two years ago have since strengthened authentication requirements for onboarding new mobile wallets (such as requiring the card to be enrolled via the bank’s mobile app).

But just as squeezing one part of a balloon merely forces the air trapped inside to bulge into another area, fraudsters don’t go away when you make their current enterprise less profitable: They just shift their focus to a less-guarded area. And lately, that gaze has settled squarely on customers of the major brokerage platforms, Merrill said.

THE OUTSIDER

Merrill pointed to several Telegram channels operated by some of the more accomplished phishing kit sellers, which are full of videos demonstrating how every feature in their kits can be tailored to the attacker’s target. The video snippet below comes from the Telegram channel of “Outsider,” a popular Mandarin-speaking phishing kit vendor whose latest offering includes a number of ready-made templates for using text messages to phish brokerage account credentials and one-time codes.

According to Merrill, Outsider is a woman who previously went by the handle “Chenlun.” KrebsOnSecurity profiled Chenlun’s phishing empire in an October 2023 story about a China-based group that was phishing mobile customers of more than a dozen postal services around the globe. In that case, the phishing sites were using a Telegram bot that sent stolen credentials to the “@chenlun” Telegram account.

Chenlun’s phishing lures are sent via Apple’s iMessage and Google’s RCS service and spoof one of the major brokerage platforms, warning that the account has been suspended for suspicious activity and that recipients should log in and verify some information. The missives include a link to a phishing page that collects the customer’s username and password, and then asks the user to enter a one-time code that will arrive via SMS.

The new phish kit videos on Outsider’s Telegram channel only feature templates for Schwab customers, but Merrill said the kit can easily be adapted to target other brokerage platforms. One reason the fraudsters are picking on brokerage firms, he said, has to do with the way they handle multi-factor authentication.

Schwab clients are presented with two options for second factor authentication when they open an account. Users who select the option to only prompt for a code on untrusted devices can choose to receive it via text message, an automated inbound phone call, or an outbound call to Schwab. With the “always at login” option selected, users can choose to receive the code through the Schwab app, a text message, or a Symantec VIP mobile app.

In response to questions, Schwab said it regularly updates clients on emerging fraud trends, including this specific type, which the company addressed in communications sent to clients earlier this year.

“That message focused on trading-related fraud, highlighting both account intrusions and scams conducted through social media or messaging apps that deceive individuals into executing trades themselves,” Schwab said in a written statement. “We are aware and tracking this trend across several channels, as well as others like it, which attempt to exploit SMS-based verification with stolen credentials. We actively monitor for suspicious patterns and take steps to disrupt them. This activity is part of a broader, industry-wide threat, and we take a multi-layered approach to address and mitigate it.”

Other popular brokerage platforms allow similar methods for multi-factor authentication. Fidelity requires a username and password on initial login, and offers the ability to receive a one-time token via SMS, an automated phone call, or by approving a push notification sent through the Fidelity mobile app. However, all three of these methods for sending one-time tokens are phishable; even with the brokerage firm’s app, the phishers could prompt the user to approve a login request that they initiated in the app with the phished credentials.

Vanguard offers customers a range of multi-factor authentication choices, including the option to require a physical security key in addition to one’s credentials on each login. A security key implements a robust form of multi-factor authentication known as Universal 2nd Factor (U2F), which allows the user to complete the login process simply by connecting an enrolled USB or Bluetooth device and pressing a button. The key works without the need for any special software drivers, and the nice thing about it is your second factor cannot be phished.

THE PERFECT CRIME?

Merrill said that in many ways the ramp-and-dump scheme is the perfect crime because it leaves precious few connections between the victim brokerage accounts and the fraudsters.

“It’s really genius because it decouples so many things,” he said. “They can buy shares [in the stock to be pumped] in their personal account on the Chinese exchanges, and the price happens to go up. The Chinese or Hong Kong brokerages aren’t going to see anything funky.”

Merrill said it’s unclear exactly how those perpetrating these ramp-and-dump schemes coordinate their activities, such as whether the accounts are phished well in advance or shortly before being used to inflate the stock price of Chinese companies. The latter possibility would fit nicely with the existing human infrastructure these criminal groups already have in place.

For example, KrebsOnSecurity recently wrote about research from Merrill and other researchers showing the phishers behind these slick mobile phishing kits employed people to sit for hours at a time in front of large banks of mobile phones being used to send the text message lures. These technicians were needed to respond in real time to victims who were supplying the one-time code sent from their financial institution.

“You can get access to a victim’s brokerage with a one-time passcode, but then you sort of have to use it right away if you can’t set new security settings so you can come back to that account later,” Merrill said.

The rapid pace of innovations produced by these China-based phishing vendors is due in part to their use of artificial intelligence and large language models to help develop the mobile phishing kits, he added.

“These guys are vibe coding stuff together and using LLMs to translate things or help put the user interface together,” Merrill said. “It’s only a matter of time before they start to integrate the LLMs into their development cycle to make it more rapid. The technologies they are building definitely have helped lower the barrier of entry for everyone.”

China-based purveyors of SMS phishing kits are enjoying remarkable success converting phished payment card data into mobile wallets from Apple and Google. Until recently, the so-called “Smishing Triad” mainly impersonated toll road operators and shipping companies. But experts say these groups are now directly targeting customers of international financial institutions, while dramatically expanding their cybercrime infrastructure and support staff.

If you own a mobile device, the chances are excellent that at some point in the past two years you’ve received at least one instant message that warns of a delinquent toll road fee, or a wayward package from the U.S. Postal Service (USPS). Those who click the promoted link are brought to a website that spoofs the USPS or a local toll road operator and asks for payment card information.

The site will then complain that the visitor’s bank needs to “verify” the transaction by sending a one-time code via SMS. In reality, the bank is sending that code to the mobile number on file for their customer because the fraudsters have just attempted to enroll that victim’s card details into a mobile wallet.

If the visitor supplies that one-time code, their payment card is then added to a new mobile wallet on an Apple or Google device that is physically controlled by the phishers. The phishing gangs typically load multiple stolen cards to digital wallets on a single Apple or Android device, and then sell those phones in bulk to scammers who use them for fraudulent e-commerce and tap-to-pay transactions.

The moniker “Smishing Triad” comes from Resecurity, which was among the first to report in August 2023 on the emergence of three distinct mobile phishing groups based in China that appeared to share some infrastructure and innovative phishing techniques. But it is a bit of a misnomer because the phishing lures blasted out by these groups are not SMS or text messages in the conventional sense.

Rather, they are sent via iMessage to Apple device users, and via RCS on Google Android devices. Thus, the missives bypass the mobile phone networks entirely and enjoy near 100 percent delivery rate (at least until Apple and Google suspend the spammy accounts).

In a report published on March 24, the Swiss threat intelligence firm Prodaft detailed the rapid pace of innovation coming from the Smishing Triad, which it characterizes as a loosely federated group of Chinese phishing-as-a-service operators with names like Darcula, Lighthouse, and the Xinxin Group.

Prodaft said they’re seeing a significant shift in the underground economy, particularly among Chinese-speaking threat actors who have historically operated in the shadows compared to their Russian-speaking counterparts.

“Chinese-speaking actors are introducing innovative and cost-effective systems, enabling them to target larger user bases with sophisticated services,” Prodaft wrote. “Their approach marks a new era in underground business practices, emphasizing scalability and efficiency in cybercriminal operations.”

A new report from researchers at the security firm SilentPush finds the Smishing Triad members have expanded into selling mobile phishing kits targeting customers of global financial institutions like CitiGroup, MasterCard, PayPal, Stripe, and Visa, as well as banks in Canada, Latin America, Australia and the broader Asia-Pacific region.

SilentPush found the Smishing Triad now spoofs recognizable brands in a variety of industry verticals across at least 121 countries and a vast number of industries, including the postal, logistics, telecommunications, transportation, finance, retail and public sectors.

According to SilentPush, the domains used by the Smishing Triad are rotated frequently, with approximately 25,000 phishing domains active during any 8-day period and a majority of them sitting at two Chinese hosting companies: Tencent (AS132203) and Alibaba (AS45102).

“With nearly two-thirds of all countries in the world targeted by [the] Smishing Triad, it’s safe to say they are essentially targeting every country with modern infrastructure outside of Iran, North Korea, and Russia,” SilentPush wrote. “Our team has observed some potential targeting in Russia (such as domains that mentioned their country codes), but nothing definitive enough to indicate Russia is a persistent target. Interestingly, even though these are Chinese threat actors, we have seen instances of targeting aimed at Macau and Hong Kong, both special administrative regions of China.”

SilentPush’s Zach Edwards said his team found a vulnerability that exposed data from one of the Smishing Triad’s phishing pages, which revealed the number of visits each site received each day across thousands of phishing domains that were active at the time. Based on that data, SilentPush estimates those phishing pages received well more than a million visits within a 20-day time span.

The report notes the Smishing Triad boasts it has “300+ front desk staff worldwide” involved in one of their more popular phishing kits — Lighthouse — staff that is mainly used to support various aspects of the group’s fraud and cash-out schemes.

The Smishing Triad members maintain their own Chinese-language sales channels on Telegram, which frequently offer videos and photos of their staff hard at work. Some of those images include massive walls of phones used to send phishing messages, with human operators seated directly in front of them ready to receive any time-sensitive one-time codes.

As noted in February’s story How Phished Data Turns Into Apple and Google Wallets, one of those cash-out schemes involves an Android app called Z-NFC, which can relay a valid NFC transaction from one of these compromised digital wallets to anywhere in the world. For a $500 month subscription, the customer can wave their phone at any payment terminal that accepts Apple or Google pay, and the app will relay an NFC transaction over the Internet from a stolen wallet on a phone in China.

Chinese nationals were recently busted trying to use these NFC apps to buy high-end electronics in Singapore. And in the United States, authorities in California and Tennessee arrested Chinese nationals accused of using NFC apps to fraudulently purchase gift cards from retailers.

The Prodaft researchers said they were able to find a previously undocumented backend management panel for Lucid, a smishing-as-a-service operation tied to the XinXin Group. The panel included victim figures that suggest the smishing campaigns maintain an average success rate of approximately five percent, with some domains receiving over 500 visits per week.

“In one observed instance, a single phishing website captured 30 credit card records from 550 victim interactions over a 7-day period,” Prodaft wrote.

Prodaft’s report details how the Smishing Triad has achieved such success in sending their spam messages. For example, one phishing vendor appears to send out messages using dozens of Android device emulators running in parallel on a single machine.

According to Prodaft, the threat actors first acquire phone numbers through various means including data breaches, open-source intelligence, or purchased lists from underground markets. They then exploit technical gaps in sender ID validation within both messaging platforms.

“For iMessage, this involves creating temporary Apple IDs with impersonated display names, while RCS exploitation leverages carrier implementation inconsistencies in sender verification,” Prodaft wrote. “Message delivery occurs through automated platforms using VoIP numbers or compromised credentials, often deployed in precisely timed multi-wave campaigns to maximize effectiveness.

In addition, the phishing links embedded in these messages use time-limited single-use URLs that expire or redirect based on device fingerprinting to evade security analysis, they found.

“The economics strongly favor the attackers, as neither RCS nor iMessage messages incur per-message costs like traditional SMS, enabling high-volume campaigns at minimal operational expense,” Prodaft continued. “The overlap in templates, target pools, and tactics among these platforms underscores a unified threat landscape, with Chinese-speaking actors driving innovation in the underground economy. Their ability to scale operations globally and evasion techniques pose significant challenges to cybersecurity defenses.”

Ford Merrill works in security research at SecAlliance, a CSIS Security Group company. Merrill said he’s observed at least one video of a Windows binary that wraps a Chrome executable and can be used to load in target phone numbers and blast messages via RCS, iMessage, Amazon, Instagram, Facebook, and WhatsApp.

“The evidence we’ve observed suggests the ability for a single device to send approximately 100 messages per second,” Merrill said. “We also believe that there is capability to source country specific SIM cards in volume that allow them to register different online accounts that require validation with specific country codes, and even make those SIM cards available to the physical devices long-term so that services that rely on checks of the validity of the phone number or SIM card presence on a mobile network are thwarted.”

Experts say this fast-growing wave of card fraud persists because far too many financial institutions still default to sending one-time codes via SMS for validating card enrollment in mobile wallets from Apple or Google. KrebsOnSecurity interviewed multiple security executives at non-U.S. financial institutions who spoke on condition of anonymity because they were not authorized to speak to the press. Those banks have since done away with SMS-based one-time codes and are now requiring customers to log in to the bank’s mobile app before they can link their card to a digital wallet.

Authorities in at least two U.S. states last week independently announced arrests of Chinese nationals accused of perpetrating a novel form of tap-to-pay fraud using mobile devices. Details released by authorities so far indicate the mobile wallets being used by the scammers were created through online phishing scams, and that the accused were relying on a custom Android app to relay tap-to-pay transactions from mobile devices located in China.

Authorities in Knoxville, Tennessee last week said they arrested 11 Chinese nationals accused of buying tens of thousands of dollars worth of gift cards at local retailers with mobile wallets created through online phishing scams. The Knox County Sheriff’s office said the arrests are considered the first in the nation for a new type of tap-to-pay fraud.

Responding to questions about what makes this scheme so remarkable, Knox County said that while it appears the fraudsters are simply buying gift cards, in fact they are using multiple transactions to purchase various gift cards and are plying their scam from state to state.

“These offenders have been traveling nationwide, using stolen credit card information to purchase gift cards and launder funds,” Knox County Chief Deputy Bernie Lyon wrote. “During Monday’s operation, we recovered gift cards valued at over $23,000, all bought with unsuspecting victims’ information.”

Asked for specifics about the mobile devices seized from the suspects, Lyon said “tap-to-pay fraud involves a group utilizing Android phones to conduct Apple Pay transactions utilizing stolen or compromised credit/debit card information,” [emphasis added].

Lyon declined to offer additional specifics about the mechanics of the scam, citing an ongoing investigation.

Ford Merrill works in security research at SecAlliance, a CSIS Security Group company. Merrill said there aren’t many valid use cases for Android phones to transmit Apple Pay transactions. That is, he said, unless they are running a custom Android app that KrebsOnSecurity wrote about last month as part of a deep dive into the operations of China-based phishing cartels that are breathing new life into the payment card fraud industry (a.k.a. “carding”).

How are these China-based phishing groups obtaining stolen payment card data and then loading it onto Google and Apple phones? It all starts with phishing.

If you own a mobile phone, the chances are excellent that at some point in the past two years it has received at least one phishing message that spoofs the U.S. Postal Service to supposedly collect some outstanding delivery fee, or an SMS that pretends to be a local toll road operator warning of a delinquent toll fee.

These messages are being sent through sophisticated phishing kits sold by several cybercriminals based in mainland China. And they are not traditional SMS phishing or “smishing” messages, as they bypass the mobile networks entirely. Rather, the missives are sent through the Apple iMessage service and through RCS, the functionally equivalent technology on Google phones.

People who enter their payment card data at one of these sites will be told their financial institution needs to verify the small transaction by sending a one-time passcode to the customer’s mobile device. In reality, that code will be sent by the victim’s financial institution in response to a request by the fraudsters to link the phished card data to a mobile wallet.

If the victim then provides that one-time code, the phishers will link the card data to a new mobile wallet from Apple or Google, loading the wallet onto a mobile phone that the scammers control. These phones are then loaded with multiple stolen wallets (often between 5-10 per device) and sold in bulk to scammers on Telegram.

Merrill found that at least one of the Chinese phishing groups sells an Android app called “Z-NFC” that can relay a valid NFC transaction to anywhere in the world. The user simply waves their phone at a local payment terminal that accepts Apple or Google pay, and the app relays an NFC transaction over the Internet from a phone in China.

“I would be shocked if this wasn’t the NFC relay app,” Merrill said, concerning the arrested suspects in Tennessee.

Merrill said the Z-NFC software can work from anywhere in the world, and that one phishing gang offers the software for $500 a month.

“It can relay both NFC enabled tap-to-pay as well as any digital wallet,” Merrill said. “They even have 24-hour support.”

On March 16, the ABC affiliate in Sacramento (ABC10), Calif. aired a segment about two Chinese nationals who were arrested after using an app to run stolen credit cards at a local Target store. The news story quoted investigators saying the men were trying to buy gift cards using a mobile app that cycled through more than 80 stolen payment cards.

ABC10 reported that while most of those transactions were declined, the suspects still made off with $1,400 worth of gift cards. After their arrests, both men reportedly admitted that they were being paid $250 a day to conduct the fraudulent transactions.

Merrill said it’s not unusual for fraud groups to advertise this kind of work on social media networks, including TikTok.

A CBS News story on the Sacramento arrests said one of the suspects tried to use 42 separate bank cards, but that 32 were declined. Even so, the man still was reportedly able to spend $855 in the transactions.

Likewise, the suspect’s alleged accomplice tried 48 transactions on separate cards, finding success 11 times and spending $633, CBS reported.

“It’s interesting that so many of the cards were declined,” Merrill said. “One reason this might be is that banks are getting better at detecting this type of fraud. The other could be that the cards were already used and so they were already flagged for fraud even before these guys had a chance to use them. So there could be some element of just sending these guys out to stores to see if it works, and if not they’re on their own.”

Merrill’s investigation into the Telegram sales channels for these China-based phishing gangs shows their phishing sites are actively manned by fraudsters who sit in front of giant racks of Apple and Google phones that are used to send the spam and respond to replies in real time.

In other words, the phishing websites are powered by real human operators as long as new messages are being sent. Merrill said the criminals appear to send only a few dozen messages at a time, likely because completing the scam takes manual work by the human operators in China. After all, most one-time codes used for mobile wallet provisioning are generally only good for a few minutes before they expire.

For more on how these China-based mobile phishing groups operate, check out How Phished Data Turns Into Apple and Google Wallets.