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.
Image: Shutterstock, WhataWin.
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.
An image from the Telegram channel for a popular Chinese mobile phishing kit vendor shows 10 mobile phones for sale, each loaded with 4-6 digital wallets from different financial institutions.
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.
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.
The 2FA text message from Schwab warns recipients against giving away their one-time code.
“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.
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.
The ashtray says: You’ve been phishing all night.
“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.”
Residents across the United States are being inundated with text messages purporting to come from toll road operators like E-ZPass, warning that recipients face fines if a delinquent toll fee remains unpaid. Researchers say the surge in SMS spam coincides with new features added to a popular commercial phishing kit sold in China that makes it simple to set up convincing lures spoofing toll road operators in multiple U.S. states.
Last week, the Massachusetts Department of Transportation (MassDOT) warned residents to be on the lookout for a new SMS phishing or “smishing” scam targeting users of EZDriveMA, MassDOT’s all electronic tolling program. Those who fall for the scam are asked to provide payment card data, and eventually will be asked to supply a one-time password sent via SMS or a mobile authentication app.
Reports of similar SMS phishing attacks against customers of other U.S. state-run toll facilities surfaced around the same time as the MassDOT alert. People in Florida reported receiving SMS phishing that spoofed Sunpass, Florida’s prepaid toll program.
This phishing module for spoofing MassDOT’s EZDrive toll system was offered on Jan. 10, 2025 by a China-based SMS phishing service called “Lighthouse.”
In Texas, residents said they received text messages about unpaid tolls with the North Texas Toll Authority. Similar reports came from readers in California, Colorado, Connecticut, Minnesota, and Washington. This is by no means a comprehensive list.
A new module from the Lighthouse SMS phishing kit released Jan. 14 targets customers of the North Texas Toll Authority (NTTA).
In each case, the emergence of these SMS phishing attacks coincided with the release of new phishing kit capabilities that closely mimic these toll operator websites as they appear on mobile devices. Notably, none of the phishing pages will even load unless the website detects that the visitor is coming from a mobile device.
Ford Merrill works in security research at SecAlliance, a CSIS Security Group company. Merrill said the volume of SMS phishing attacks spoofing toll road operators skyrocketed after the New Year, when at least one Chinese cybercriminal group known for selling sophisticated SMS phishing kits began offering new phishing pages designed to spoof toll operators in various U.S. states.
According to Merrill, multiple China-based cybercriminals are selling distinct SMS-based phishing kits that each have hundreds or thousands of customers. The ultimate goal of these kits, he said, is to phish enough information from victims that their payment cards can be added to mobile wallets and used to buy goods at physical stores, online, or to launder money through shell companies.
A component of the Chinese SMS phishing kit Lighthouse made to target customers of The Toll Roads, which refers to several state routes through Orange County, Calif.
Merrill said the different purveyors of these SMS phishing tools traditionally have impersonated shipping companies, customs authorities, and even governments with tax refund lures and visa or immigration renewal scams targeting people who may be living abroad or new to a country.
“What we’re seeing with these tolls scams is just a continuation of the Chinese smishing groups rotating from package redelivery schemes to toll road scams,” Merrill said. “Every one of us by now is sick and tired of receiving these package smishing attacks, so now it’s a new twist on an existing scam.”
In October 2023, KrebsOnSecurity wrote about a massive uptick in SMS phishing scams targeting U.S. Postal Service customers. That story revealed the surge was tied to innovations introduced by “Chenlun,” a mainland China-based proprietor of a popular phishing kit and service. At the time, Chenlun had just introduced new phishing pages made to impersonate postal services in the United States and at least a dozen other countries.
SMS phishing kits are hardly new, but Merrill said Chinese smishing groups recently have introduced innovations in deliverability, by more seamlessly integrating their spam messages with Apple’s iMessage technology, and with RCS, the equivalent “rich text” messaging capability built into Android devices.
“While traditional smishing kits relied heavily on SMS for delivery, nowadays the actors make heavy use of iMessage and RCS because telecom operators can’t filter them and they likely have a higher success rate with these delivery channels,” he said.
It remains unclear how the phishers have selected their targets, or from where their data may be sourced. A notice from MassDOT cautions that “the targeted phone numbers seem to be chosen at random and are not uniquely associated with an account or usage of toll roads.”
Indeed, one reader shared on Mastodon yesterday that they’d received one of these SMS phishing attacks spoofing a local toll operator, when they didn’t even own a vehicle.
Targeted or not, these phishing websites are dangerous because they are operated dynamically in real-time by criminals. If you receive one of these messages, just ignore it or delete it, but please do not visit the phishing site. The FBI asks that before you bin the missives, consider filing a complaint with the agency’s Internet Crime Complaint Center (IC3), including the phone number where the text originated, and the website listed within the text.
Phishing attacks increased nearly 40 percent in the year ending August 2024, with much of that growth concentrated at a small number of new generic top-level domains (gTLDs) — such as .shop, .top, .xyz — that attract scammers with rock-bottom prices and no meaningful registration requirements, new research finds. Meanwhile, the nonprofit entity that oversees the domain name industry is moving forward with plans to introduce a slew of new gTLDs.
Image: Shutterstock.
A study on phishing data released by Interisle Consulting finds that new gTLDs introduced in the last few years command just 11 percent of the market for new domains, but accounted for roughly 37 percent of cybercrime domains reported between September 2023 and August 2024.
Interisle was sponsored by several anti-spam organizations, including the Anti-Phishing Working Group (APWG), the Coalition Against Unsolicited Commercial Email (CAUCE), and the Messaging, Malware, and Mobile Anti-Abuse Working Group (M3AAWG).
The study finds that while .com and .net domains made up approximately half of all domains registered in the past year (more than all of the other TLDs combined) they accounted for just over 40 percent of all cybercrime domains. Interisle says an almost equal share — 37 percent — of cybercrime domains were registered through new gTLDs.
Spammers and scammers gravitate toward domains in the new gTLDs because these registrars tend to offer cheap or free registration with little to no account or identity verification requirements. For example, among the gTLDs with the highest cybercrime domain scores in this year’s study, nine offered registration fees for less than $1, and nearly two dozen offered fees of less than $2.00. By comparison, the cheapest price identified for a .com domain was $5.91.
Currently, there are around 2,500 registrars authorized to sell domains by the Internet Corporation for Assigned Names and Numbers (ICANN), the California nonprofit that oversees the domain industry.
The top 5 new gTLDs, ranked by cybercrime domains reported. Image: Interisle Cybercrime Supply Chain 2014.
Incredibly, despite years of these reports showing phishers heavily abusing new gTLDs, ICANN is shuffling forward on a plan to introduce even more of them. ICANN’s proposed next round envisions accepting applications for new gTLDs in 2026.
John Levine is author of the book “The Internet for Dummies” and president of CAUCE. Levine said adding more TLDs without a much stricter registration policy will likely further expand an already plentiful greenfield for cybercriminals.
“The problem is that ICANN can’t make up their mind whether they are the neutral nonprofit regulator or just the domain speculator trade association,” Levine told KrebsOnSecurity. “But they act a lot more like the latter.”
Levine said the vast majority of new gTLDs have a few thousand domains — a far cry from the number of registrations they would need just to cover the up-front costs of operating a new gTLD (~$180,000-$300,000). New gTLD registrars can quickly attract customers by selling domains cheaply to customers who buy domains in bulk, but that tends to be a losing strategy.
“Selling to criminals and spammers turns out to be lousy business,” Levine said. “You can charge whatever you want on the first year, but you have to charge list price on domain renewals. And criminals and spammers never renew. So if it sounds like the economics makes no sense it’s because the economics makes no sense.”
In virtually all previous spam reports, Interisle found the top brands referenced in phishing attacks were the largest technology companies, including Apple, Facebook, Google and PayPal. But this past year, Interisle found the U.S. Postal Service was by far the most-phished entity, with more than four times the number of phishing domains as the second most-frequent target (Apple).
At least some of that increase is likely from a prolific cybercriminal using the nickname Chenlun, who has been selling phishing kits targeting domestic postal services in the United States and at least a dozen other countries.
Interisle says an increasing number of phishers are eschewing domain registrations altogether, and instead taking advantage of subdomain providers like blogspot.com, pages.dev, and weebly.com. The report notes that cyberattacks hosted at subdomain provider services can be tough to mitigate, because only the subdomain provider can disable malicious accounts or take down malicious web pages.
“Any action upstream, such as blocking the second-level domain, would have an impact across the provider’s whole customer base,” the report observes.
Interisle tracked more than 1.18 million instances of subdomains used for phishing in the past year (a 114 percent increase), and found more than half of those were subdomains at blogspot.com and other services operated by Google.
“Many of these services allow the creation of large numbers of accounts at one time, which is highly exploited by criminals,” the report concludes. “Subdomain providers should limit the number of subdomains (user accounts) a customer can create at one time and suspend automated, high-volume automated account sign-ups – especially using free services.”
Dec. 4, 10:21 a.m. ET: Corrected link to report.
The fake USPS phishing page.
Recent weeks have seen a sizable uptick in the number of phishing scams targeting U.S. Postal Service (USPS) customers. Here’s a look at an extensive SMS phishing operation that tries to steal personal and financial data by spoofing the USPS, as well as postal services in at least a dozen other countries.
KrebsOnSecurity recently heard from a reader who received an SMS purporting to have been sent by the USPS, saying there was a problem with a package destined for the reader’s address. Clicking the link in the text message brings one to the domain usps.informedtrck[.]com.
The landing page generated by the phishing link includes the USPS logo, and says “Your package is on hold for an invalid recipient address. Fill in the correct address info by the link.” Below that message is a “Click update” button that takes the visitor to a page that asks for more information.
The remaining buttons on the phishing page all link to the real USPS.com website. After collecting your address information, the fake USPS site goes on to request additional personal and financial data.
This phishing domain was recently registered and its WHOIS ownership records are basically nonexistent. However, we can find some compelling clues about the extent of this operation by loading the phishing page in Developer Tools, a set of debugging features built into Firefox, Chrome and Safari that allow one to closely inspect a webpage’s code and operations.
Check out the bottom portion of the screenshot below, and you’ll notice that this phishing site fails to load some external resources, including an image from a link called fly.linkcdn[.]to.
A search on this domain at the always-useful URLscan.io shows that fly.linkcdn[.]to is tied to a slew of USPS-themed phishing domains. Here are just a few of those domains (links defanged to prevent accidental clicking):
usps.receivepost[.]com
usps.informedtrck[.]com
usps.trckspost[.]com
postreceive[.]com
usps.trckpackages[.]com
usps.infortrck[.]com
usps.quicktpos[.]com
usps.postreceive].]com
usps.revepost[.]com
trackingusps.infortrck[.]com
usps.receivepost[.]com
usps.trckmybusi[.]com
postreceive[.]com
tackingpos[.]com
usps.trckstamp[.]com
usa-usps[.]shop
usps.infortrck[.]com
unlistedstampreceive[.]com
usps.stampreceive[.]com
usps.stamppos[.]com
usps.stampspos[.]com
usps.trckmypost[.]com
usps.trckintern[.]com
usps.tackingpos[.]com
usps.posinformed[.]com
As we can see in the screenshot below, the developer tools console for informedtrck[.]com complains that the site is unable to load a Google Analytics code — UA-80133954-3 — which apparently was rejected for pointing to an invalid domain.
Notice the highlighted Google Analytics code exposed by a faulty Javascript element on the phishing website. Click to enlarge. That code actually belongs to the USPS.
The valid domain for that Google Analytics code is the official usps.com website. According to dnslytics.com, that same analytics code has shown up on at least six other nearly identical USPS phishing pages dating back nearly as many years, including onlineuspsexpress[.]com, which DomainTools.com says was registered way back in September 2018 to an individual in Nigeria.
A different domain with that same Google Analytics code that was registered in 2021 is peraltansepeda[.]com, which archive.org shows was running a similar set of phishing pages targeting USPS users. DomainTools.com indicates this website name was registered by phishers based in Indonesia.
DomainTools says the above-mentioned USPS phishing domain stamppos[.]com was registered in 2022 via Singapore-based Alibaba.com, but the registrant city and state listed for that domain says “Georgia, AL,” which is not a real location.
Alas, running a search for domains registered through Alibaba to anyone claiming to reside in Georgia, AL reveals nearly 300 recent postal phishing domains ending in “.top.” These domains are either administrative domains obscured by a password-protected login page, or are .top domains phishing customers of the USPS as well as postal services serving other countries.
Those other nations include the Australia Post, An Post (Ireland), Correos.es (Spain), the Costa Rican post, the Chilean Post, the Mexican Postal Service, Poste Italiane (Italy), PostNL (Netherlands), PostNord (Denmark, Norway and Sweden), and Posti (Finland). A complete list of these domains is available here (PDF).
A phishing page targeting An Post, the state-owned provider of postal services in Ireland.
The Georgia, AL domains at Alibaba also encompass several that spoof sites claiming to collect outstanding road toll fees and fines on behalf of the governments of Australia, New Zealand and Singapore.
An anonymous reader wrote in to say they submitted fake information to the above-mentioned phishing site usps.receivepost[.]com via the malware sandbox any.run. A video recording of that analysis shows that the site sends any submitted data via an automated bot on the Telegram instant messaging service.
The traffic analysis just below the any.run video shows that any data collected by the phishing site is being sent to the Telegram user @chenlun, who offers to sell customized source code for phishing pages. From a review of @chenlun’s other Telegram channels, it appears this account is being massively spammed at the moment — possibly thanks to public attention brought by this story.
Meanwhile, researchers at DomainTools recently published a report on an apparently unrelated but equally sprawling SMS-based phishing campaign targeting USPS customers that appears to be the work of cybercriminals based in Iran.
Phishers tend to cast a wide net and often spoof entities that are broadly used by the local population, and few brands are going to have more household reach than domestic mail services. In June, the United Parcel Service (UPS) disclosed that fraudsters were abusing an online shipment tracking tool in Canada to send highly targeted SMS phishing messages that spoofed the UPS and other brands.
With the holiday shopping season nearly upon us, now is a great time to remind family and friends about the best advice to sidestep phishing scams: Avoid clicking on links or attachments that arrive unbidden in emails, text messages and other mediums. Most phishing scams invoke a temporal element that warns of negative consequences should you fail to respond or act quickly.
If you’re unsure whether the message is legitimate, take a deep breath and visit the site or service in question manually — ideally, using a browser bookmark so as to avoid potential typosquatting sites.
Update: Added information about the Telegram bot and any.run analysis.