---
title: Fraud Risk Intelligence - Q2 2026
---

![Point Predictive](data:image/png;base64,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) Q2 · 2026

[The Letter](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-letter) [The 12 Vectors](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-board) [Credit & Lending](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-t1) [AI Threats](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-t2) [Malware & Payments](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-t3) [Q3 Signals](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-ahead) [How We Help](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-end)

[![Point Predictive](data:image/png;base64,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)](https://pointpredictive.com)

Q2 · 2026

# Fraud Risk Intelligence

Fraud can hide from one. *It cannot hide from all.*

The Chief Fraud Strategist briefing on the attack trends targeting banks, lenders, fintechs, and the auto industry this quarter.

**Matt Vega**  Chief Fraud Strategist, Point Predictive

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© 2026 Point Predictive, Inc. All rights reserved. Fraud Risk Intelligence is a publication of Point Predictive, Inc.

![Matt Vega, Chief Fraud Strategist at Point 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**Matt Vega**Chief Fraud Strategist

“

A letter from the Chief Fraud Strategist

## Fraud is officially faster than fraud fighters

The trend that continues to worry me is the speed of innovation and collaboration of the attackers. As fraud fighters, it is more important than ever before to share what we are seeing, pass along our lessons learned, stay on the front lines of fraud threat intelligence, and lean into data consortium models for herd immunity: an attack on one protects all.

I am now releasing this free quarterly fraud intelligence report to help my fellow fraud fighters and industry professionals stay aware of the ever-evolving threats we face. I spend hundreds of hours a quarter diving into the deepest corners of the dark web, infiltrating rings, and monitoring threat actors to understand the new exploits they are proposing, working on, and deploying against the industry.

The most common theme this quarter: the people attacking your institution are no longer advanced cybersecurity black hats, engineers, or skilled fraudsters. They are a new generation of threat actors who combine the lack of extradition treaties with AI and rent-a-fraud-tool providers to attack financial institutions and businesses with little to no recourse.

Camera-injection kits that defeat document checks now sell for the price of a movie streaming plan. Banking trojans are custom built to silence a specific bank's fraud prevention alerts before the money moves. And two thirds of the flagship "fraud AI" models you hear about across the industry have been flipped into scams aimed at the people trying to research or stop them.

Nothing in this report is a forecast. All twelve vectors are active techniques we tracked from early dark-web chatter into active or scaling attacks over the last quarter. Some will have already hit your queue this quarter, and you probably will never know. Others are going to hit your system in the coming months, following the traditional path of least friction. Every one of them is cheaper, exponentially faster, and far more advanced than the version you defended against last year.

An attack on one *protects all.*

Advanced threats and fraud attack vectors can and do hide from one financial institution, lender, dealership, merchant, or business. They cannot hide from a shared knowledge network like the lenders on Point Predictive's data consortium, where an attack on one triggers the fraud immune response that protects everyone. Once they attack one, the network learns, adapts, and builds up that herd immunity, improving detection and prevention with each subsequent attack, just like your immune system.

Every attack vector in this report survives by staying nearly invisible to any single institution or business, making these exploits extremely difficult to detect without shared networks and consortium models. A seasoned synthetic looks prime in one portfolio. Put that same file in front of the full network of lenders, and the community of enhanced data sharing pierces the technology to show its true risk.

As you read, ask yourself whether you would be able to detect or stop them in your own systems and controls.

Industry collaboration, knowledge sharing, and shared data networks are more critical than ever before, and we are always happy to help, provide guidance, or

show you how

 Point Predictive's data consortium models are leading the way for lenders across the industry.

Matt Vega

Chief Fraud Strategist · Point Predictive

How to use this report

## Reading this quarter's briefing

Think of this report as an industry-wide fraud reconnaissance and intelligence briefing. Each quarter we identify the tactics and techniques that are new, going live, or evolving into major threats. To make the list, a fraud tactic, technique, or technology must be real (not theoretical), verified as active with significant impact risk, and able to either scale the industry's financial loss exposure or pierce traditional fraud controls.

01

### What is it

How the attack works, who runs it, and what changed this quarter to put it on the board.

02

### Why it's on our radar

The blind spot it exploits. This is the part to pressure-test against your own stack.

03

### Signals to watch

Concrete signals your team can hunt for now, plus who is being targeted.

Trends from Q2 2026

## The twelve vectors

Twelve attack vectors, three themes. Tap any one to jump straight to it.

[01Rokarolla: the trojan built to silence your alertsCredit & Lending→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc1) [02AI-industrialized credit washing & #CreditHacksCredit & Lending→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc2) [03Seasoned synthetics that out-score real borrowersCredit & Lending→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc3) [04Data poisoning aimed at your in-house fraud modelsCredit & Lending→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc4) [05Phantom dealers & AI-cloned lender sitesCredit & Lending→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc5) [06Camera-injection KYC bypass goes retailAI Threat→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc6) [07AI-forged email threads defeat the callbackAI Threat→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc7) [08Fraud research turned into a scam on fraud fightersAI Threat→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc8) [09The annoyance-to-unsubscribe attackCyber-Fraud→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc9) [10TrickMo turns victim phones into "clean" exit nodesCyber-Fraud→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc10) [11The Puppet Master malware that waits for its momentCyber-Fraud→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc11) [12International Ghost Tap at scaleCyber-Fraud→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc12)

010101

Theme 01 of 03

## Credit & Lending

Schemes aimed squarely at lenders and credit unions, from a trojan that silences your alerts to files that look clean until they aren't.

[**01**Rokarolla: the trojan built to silence your alerts→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc1)[**02**AI-industrialized credit washing & #CreditHacks→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc2)[**03**Seasoned synthetics that out-score real borrowers→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc3)[**04**Data poisoning aimed at your fraud models→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc4)[**05**Phantom dealers & AI-cloned lender sites→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc5)

01

01/12

Trend 01 · Credit & Lending · ATO · Member Risk

### Rokarolla: the trojan built to silence your fraud team's alerts

Plenty of malware steals credentials. This one also blocks the phone call your fraud team makes to warn the victim.

**Key targets**ALL credit unions, banks, fintechs, and exchanges with a mobile banking app.

What is it

First disclosed by Zimperium zLabs in June, Rokarolla is an Android banking trojan hitting more than 200 banking, credit union, and fintech apps with roughly 137 remote commands. It steals credentials and intercepts SMS and OTP codes, and then it goes further.

It can disable Google Play Protect. It rewrites the clipboard to swap in attacker wallet addresses, so the victim copies one address and pastes another. It blocks incoming calls, including the call from your fraud team about suspicious activity. Worst of all, it mutes the device to suppress fraud-alert outreach entirely.

Why it's on our radar

Most mobile malware stops at credential theft. Rokarolla targets the response. By muting the phone and blocking calls and alerts, it removes the victim's, and the institution's, last line of defense during the cash-out.

#### It blocks the call about the fraud

YOUR FRAUD TEAM calling the member... CALL BLOCKED device muted OTPs intercepted ATTACKER CASHES OUT while the phone stays silent the victim's phone, silenced during the cash-out

Rokarolla mutes the device, intercepts the one-time passcodes, and blocks the incoming call from your fraud team. The victim's last line of defense goes quiet exactly when the cash-out runs.

**0**banking, credit union, and fintech apps in its target list

**0**remote commands available to the operator

Signals to watch

4

- On-device transaction origin paired with fresh accessibility permission grants
- OTP-authenticated transfers the customer or member says they never saw
- Clipboard-swapped payees: the copied address is not the pasted one
- Customers unreachable by phone or message during active high-risk events

Seeing this in your portfolio?

Talk to the Fraud Strategy team

02/12

Trend 02 · Credit & Lending · AI Credit Washing

### AI-industrialized credit washing & #CreditHacks

The borrowers are real and the files look clean, because the manipulation is temporary and nearly invisible without the right tools.

**Key targets**Credit unions, auto lenders, dealers, and nearly all indirect lenders.

What is it

Credit washing, where consumers file false credit disputes to strip legitimate negatives just long enough to qualify, is now automated. AI models mass-produce FCRA dispute letters and fabricated supporting documents, while how-to recruitment spreads openly on social media under tags like #CreditHacks.

Point Predictive's credit washing alert rate surged 5x from 2019 to a 2024 peak of 1.7% of all auto applications, and 2025 held at 1.54%, still nearly five times pre-2022 levels. And because AI-built false documentation is so effective and so easy to get, the washing often becomes permanent. Records are being wiped clean.

Why it's on our radar

It isn't identity theft, and there is no stolen SSN. The borrower is genuine and the file passes the moment-in-time decision, because a single application review can't see the negatives that were washed away. With AI supercharging it, this is scaling fast against FICO and credit-report based decisioning.

Signals to watch

4

- Recently "cured" files with a burst of removed derogatories
- High-volume disputes with templated, near-identical wording
- Scores that jumped sharply just before application or within one report cycle
- Credit-file-only decisions made without consortium data to validate across a network

Seeing this in your portfolio?

Talk to the Fraud Strategy team

#### The credit washing alert rate

.34 .39 .30 .50 .65 1.7% 1.54 2019 2020 2021 2022 2023 2024 2025

Share of auto applications with credit-washing alerts, by year. The rate surged 5x from 2019 to its 2024 peak of 1.7% and held at 1.54% in 2025, still nearly five times pre-2022 levels. Point Predictive consortium data.

**0**surge in the credit washing alert rate from 2019 to its 2024 peak of 1.7% of all auto applications

“

> It's hard for credit unions and lenders to counterattack credit washing because it's being driven ever higher by credit repair gurus touting new ways to use AI to erase bad debt.

![Frank McKenna](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAUEBAQEAwUEBAQGBQUGCA0ICAcHCBALDAkNExAUExIQEhIUFx0ZFBYcFhISGiMaHB4fISEhFBkkJyQgJh0gISD/2wBDAQUGBggHCA8ICA8gFRIVICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICD/wAARCAFAAUADASIAAhEBAxEB/8QAHAABAAEFAQEAAAAAAAAAAAAAAAYBAgMEBQcI/8QAPhAAAQMCBAQDBgUDAwIHAAAAAQACAwQRBRIhMQZBUWETInEHFDKBkaEjQlKxwRUz0VNi8ILhJHJzg6Ky8f/EABkBAQADAQEAAAAAAAAAAAAAAAABAgMEBf/EACQRAQEAAgICAwACAwEAAAAAAAABAhEDIRIxBEFREzIiQmGh/9oADAMBAAIRAxEAPwD5KREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBEWWOIusSCegQYgLmwWQQuIuSGjus+S2jQL9BsrfeAx2gv3Crtbx/VzKWF3xTu/6WLYbQUj9G1L7/7m2SOriLQ5tm9+XzV+dkz8gtFLu39LlG6t4xV2DlgDjme082kaq9tHQXALXNPR5Ksjrp6V5Ybgj4mHmutHUU1ZDpGA/cgnR3+PVTup8Y5suDwvj8SCQxkbtdqPquZPR1FOfxIzb9Q1C7bg6D/xFNIZIR8bfzR+vZbUE0ZLSQMkgPlHbcBJUXFEkUkqMLpakl0P4bnC7S3YrhVNJPSSZJmEX1a7k4dQrKWaYEREQIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIi2oIWhonmHl/K39SDPR0GeH3uoBEN7MaN5D27LPI1jSWBmV2+VupAVz6qQQN1BmePJbaNvVY6aB73ZM5uTrbmqW7ayNcsqHgkRFvcqgpnk3dHYc7fupdQcOVTwJbuY23Ndx3Ccr4dY23I+JuhVdxrOK15nHT2lu14YTyOoKz+6yMfkLS0HVvY9uymsnClXTl2aMPG+yz0uCtdGGPiI10ubhPKJnFUMdTPmja57PONnDmsccUtK8G12HUfyF6PBw/HaxbZpOhssD+FZpJAwMu23T6KPJf8AhqH00cjJm1IFwDkkadng7XWCvYaOqdFAS2IuEkfVvb/nRegt4ZlY3QXDtDp2WlW8NufklLPMG5QOqSovFZESjlDItW/DyHQ7q/yTR+FUAPie2+v5TtcfNdGfA5y8MjZdrWuuf1G1rrnzU74mlgF2tGUk7d1aVlcbPaPVlI+lkI3YdnLVXehe2RjmSi7ep5LkVMPgzuaPhurysbjpgREUqiIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgyRR+I+x0aNStwxvqXsZGLMHNa9LE+acRtBI6BTKkwgeE1uXzEaC1zb0VbV8Y4tNTeJV5Y2GWVxs2wvYL0fAuEyxrKmsADiLhtlucOcPxwj3uRl3cgVM4Is7rAXtuVjnnp38XFvutSChYAyIMGW9zpy7rqwULCbC2nRZqekBeOdl2oaZrWgBoCy8nXJpyv6VA8WLA5YJOHaV784jAKkracEEAEDss7YB0CjyX8UVZgUcbwMjdt1vR4VAweWIA9Oq7vgC4cRfKr/AAAeVk8k+KLS4TH5srD1t0K0arCW6kNBHbkpk+AHcWWhUQA3sNLKfJFxQipweMNcGNsLct1E8V4fjlZlLe4a0L1GalvfSy49VTBpLsqtM2WXHK8OxfCHUEZjELiHa6qMVRJbGXgZhcGy94xHC4KyMtkaPSy8zx3AZKOcmOMSR36LXHLbi5eLSFGMFtxoViXf/p7Z2F1OA140LHbfIrk1VO6IglpGuUgjYhayuOzTWREUqiIiAiIgIiICIiAiIgIiICIiAiIgIiICc0WSJodKMxs0akoJBw9QuqJm2Gp1cegXp2G4fG4MZG0EA65efqeaiPDtOxsTXFts2rY9s3cnovT8Hpy1jXvtc7N2ACpeo6uPHddCGEMYxg0tuulDEAA1rT3t/KwBt5WtC60MJyNawD/nNceV3Xp49Rlp4rnUgDoAurEzQABYoIA2wAv/ACulDCSL2VWmMWNjsAsgZ0C2RCbbKvhG1heyjTTpreHpsmWwt9FtCMgHTVPDU6Gm9mmy05Yb/NdgxG3Za8sXZNIqPyw2vyXLq4bg33Ukmi5WXMnjN3NcPQ9UURCqjLNbXso7jtIJ6QvDRcb2Uxroshu0aX2XEnizNfGW/LqtMLqs85LHmrKIBxBGp2J5rhY3RGzn20cNb9Qp1UU3mmYGm8YzdyAdVHcdLQxzSBr8Vv3XXHlZx56iueMsjmnkSFarOcREQEREBERAREQEREBERAREQEREBERAW5h1MamqDT8LdXei013OHo88k3K9mk9AoqZ3U34cDfeGueC5xPlZvovTcNYcoc7Vx1uvN8GYGVucDTRotyC9Mw6xgDrakLLKvQ4p26VMzNMTbRSClj3JH0/Zcajbpe2q79Lff6LmddreiiFwDv0Gq6kMbQPhA9StCIC+my3o32ClEtZ8vYfRUy9gUEg7j5JnaeYRebMg/SEyt/SVW46oiVCBbYrC9gI1/ZZ+SxuO6DnTxtscuq5VTENSRouvPbULm1GjSL7Kqu0axGPUAi4I3UenaWvdzUqrW3jdodFGaoEFytii3pHKtrIqkPI0Ogd/CgHEptNnadwWkKf4trC9t7EjTlryK82xR5nLw4W017FdcvTzeT2iEn91/qVarn/3HX3urVdyiIiAiIgIiICIiAiIgIiICIiAiIgIiIClnDFPlgdO8mxuQB02uomvQMAgbHRNcW+Rtt/zFRV8PaS0ELhk0s4kbdV6DQDw6eNnQKJ4VAZqtlwS2MAuv1Uwj8rfvdc2V7erxY9OrTaabk6fZd6nIaFH4HtaA4nnddinkDmi5sFTS9daJ1wOa3otQuQyrie7LGbgbldOA5IwXnKOShaYxuBn1VpbZXCRotdwurszXanS6hpKw2TXkVV5aZGtHMrIGi+p27qNLbY7u/UfqscjnW+IrZdkbuVrvdexsA3up0r5OfNIepXOnc43C3Kp4aST8K0neZuYG4U6Urk1h0tzKjdULucVIa4+aw+qj9SblxVpFEUxlxaxw+a8+rmt94kGwkv8ip7jZFrHcjqoBiLskhBvtf6XW+Ppw8vXaHON3E9SqIi1cQiIgIiICIiAiIgIiICIiAiIgIiICzU1NPWVUdLTRGWaV2VrW8ysKnns2p2+/wCIYiYfFfTRNaxvTMTf9rKuV8ZtrxYfyZzD9Xt9l2KmkbMa6EvtdzGsJt811MLop6Z5ZNGQYToDtfYL1akNQ6JraikDHkXs111wJ8NvioABEebOAevJYY523VehnwYYTeKuCU7ohZ+rjq71KkL43DIb2bbVadNG2MaC5vyXRzA072/91nb26pNYtJ9eGVGRpDiNQCtiKorXOPivuOWXYLTdQPMzJXAF1wDpyXeFRT0NM0vIbJ+VrTYlW2x91bFNUNDTFBK62t7c1ZLimNPfmfFI0D82U7IOO6GnDacWMr9BlYXk/TdbkPFkVZI2GFsL3HUskBYT1tfRRqrzW9bKPGpC4NmdqNzeykVLiLXi2bQ7ariStoK9rgI/BnG7HCxCx4WDDWGAuuAeqrYvLIlsTy+fNbQDS6umqRCBm0HNUhsBodLLlY7KI6Z5vlyjkqr7WVmORRuILtuij0vGLhIWsjzAG1yuZBS1OJyOMtRka0rpU+G8Px6T1jnuboSCf4VpKz39N6HH4a1mQNIcd8w/Zas+I+5nU5ozuDyWw3B8GyGenqS2+xJLR91xq+mqGZhlbK3qDqrxW7XzVYlkzhwLHC47FcivlyuNjdaT5pIZTE34CduirndUZnOBFhYX5lSrtGMbcS8E6Db7qDY+0x07pwTYgt+ZU+x6K0QOmmyhGPsc7A5Gta55MjSABfmtcHHzxCUTnZFq4RERAREQEREBERAREQEREBERAREQF6T7JJ2nFcXoHWzTUolZ3LHXt9CvNl2+FMXOB8V0GIl2WNsmSX/yO0d+9/kq5Tc024M/DkmVfTlM8VFQyQaZmA68lpV4iZXG3S1ys+GuyzSMGrQzyntfRW4pCZg57GglrSVyY3Ve3y47lkc9sl5mtGgXUo4mSzXc+4FtBdcMTE2efify6KRYUHFjXE2vsBoq5e1J6dOWmzRFwbmtoL6H6rnQYPT1VW+asaJJHaBr9QGj13UigaHjb5rZNE15DrWI1urSqzGo4eCy2rjxSjqDTzwi0eUBwbrfQHndaWF8K1uGMoYqqq9/hpnyPa17QHEvNzcjuVO2eNG0AOt8lblc8+Z7rdtFvM+tKXilvlYjAhqoa1w9y8eF58rQ7zM+ZV76b3SuaWg+bzanWy7dUWQtLhcu5arhSySSVDpnm9xYDosspprO6k9JU3i1sVHuI5nSRPDd+S6dEL04dp3XGxs2IadisY3yx6cVtOKama97HTzv1MLOQ6n/AAs9TTVs1DEYJ5KZ73sa5sUd8jb+Y3I1Nl06F5kAbsSDey71LNBAzJIwjNpfkujHX25bjfUeR4lVY3PPiFJQf1WI01UW0/itDmzQ6W0631PKy2WVGK4fmNUx0jQdHDy5h3H8r1ZsVBZxbu7W5KjWM0kE1QBEwb7g3sr5zGzpTHG4+7tDqqmdO9lTT2c1+tlUxui0LbHb5qSwUDmNbGTmYNBbQ27rmYsxtO+zGg3GhLtisbdL4zdRDGYTPA9uotumDYbCIWTzNu+1mi33W/EwzTSMecxcDp1WxUYW10bInuc06NIDrAKd/wCKcMd8m0F9oGBUUmEvxWnYxlVAQXlthnYTY37gkLypew8SYfBRcJY7M0m2Rsbbm+peF48tuK7xcPzcZOTcnuCIi1cIiIgIiICIiAiIgIiICIiAiIgJ2REH0H7PsVkxjhGme6T8enaaWR3XLt9W2U0oY5zHUe8C1h5b8wvGPY9iRZi9dg7j5ahjZ2D/AHNNj9j9l7xVx5IHTt0IZdw6hcmWOsns8XLcuObQllnTO02Jt6KWYeLNaB2v/AUVpAHSg9XKV4dbTosq2x7SKlba1911o4zluuZS62Ujpo2uh32TGbrfWo57mEclidmAPmXQmDWkrnzSxMF3vCjdi1ksc2r2Itclcwxgk5hcBblTXQueWxNzEcytcObNYXsVbVrntkvTp0l/d+QHM2XExsXmiFrBSClA8Kw1auNi8bRKCNQNtE018tNHDtJ2qTsaJAMw+ijMEsDJ2xveGnldSemacoI1CmWxXUy7ZDTROGwv6LUlpGNvse1l1Qw2WtVMLW3ulyqfCODK1sRP5eh5KNY2AW572cNwdVIK+QgH7qLYrMTTO12HNUnbLKacama91R4jCWnMAHAbdV3ZGxtjie13w3Li7noudTtZT4LC8j8WZxdf+FkE4yx+OQyKNpfIXbADUlaX8W45qeVee+0jEPdOG6TCc1pqyb3hzejG7X9SfsvJ12uKMcfxDxJVYkSfCcckLT+WMfD/AJ+a4q6sMfGaeLz8n8vJchERXYCIiAiIgIiICIiAiIgIiICIiAiIgmHs0rI6L2jYY+VwayQviJJ/U02+4C+mDIaikkDQC3IQDzXxyx745GyRuLHtIc1zTYgjYhem4R7YMRosPFPiFD71I0W8WN4aXeotv6LLPG3uO34/Njjjccno9GPxD/tJCk1A7KWhRjB3iaBk3+oA8fPVSamFv+kLlyenhdRJKWQAC5XVZXZGZQbBRyOUtb2WvU4gQ4QxAvlds1upVe28ymu3brsWjijLnPF+5UfkrZpryOuAdWt/lXwUbyfGrCXv5N5NWGruCSPsrSa7qPLy6jJCC6MEEEnU91t0zTnAta51K4sWIGl8kzTkOzrcl2KCpimnjDSNfur+2WtXt2mBzW3A0IvdcnEiBG7nbUHdSNzIGsDPFadOQ2KiOLztjeWE2vtrcppe3bkeGZ43nmNl1cGxx1PO2lnddpF2m65Dp2Qw6EZnXsFoSMe5zZYzaRhuEvZj09chnjkYHaXPJa1c9pisCo1hGLCelbd1nAWW/NUgsIv91nb9N5jHGxKS2ZRHE5fwn91IcUnBuQd1FK0mX8IHVxt90x9uflduDD5amOCR0V4WNFr+m6h3tNxFuGcKSU8L8s1c/wB3aBpaMau+u3zXpsZayibDmtYZelgvnj2pYqK7i80UcmaGhZ4ehuM51d/AXRhN5bcfPnceP/xBERF0PIEREBERAREQEREBERAREQEREBERAREQEOxCIg+i+FJRNgVBIDo6CM//ABCnFO28UjhvZq8w9ntUJ+EqLW5jBjOvR3/4vUaPzQyDqwLhymq9vC7wldNtOSwkbBtytejpBRsMr2B00vmLj+y7OHsbLC3/AHMsuXW0ck8MrGzvhkaMrXDZp5Ejmqz2tdkk7HXIcBpoeq1HRiUXIUJw7HOIqjjA8KVmHwNqWse5tQ1xyvy66DuCpO+TF8PMfvWHSDxCGgjzA9NldMynrfbaNG1/5brWkpZaQGWE5QDcDutqlxWNoIqI3ROG4cLELpNmpKuMNZK087EKVvG1HX47XtBz0zndC3muVO3E8QnL3N8Ebm+psp22kpctiGHnyWhUSUbHPs5oN0TcbpFoqAs3c57yPicVnZATdtvNyPRbVRVU7HlzZALrHHVRl5DXC3I35ob1GBglpKkhnlcdcvJ3cLeNZI6PUOHVZhT++Rts0EsOZq6jsPZ4bSWjzA8lTJbDOyIbWVBfLkG5XFmkEdVESbAPbc/NduenDsQqSNGxt3UH4zqfdsArntdZxZlafXT+VOE3dMubLUtbPFntJoaGidSYTOyprrFvk1bGepP8LxCWWSeZ80zzJJI4uc527idyrEXZjjMfTx+Xmy5b2IiKzEREQEREBERAREQEREBERAREQEREBERAREQeoey7EAIKugc7WN4laOxFj9x917fh8ocxvQghfLvCmKjCOI6eoe7LDJ+FIegPP5Gy+jMHrA5rW5huFy8s7ep8bPeHj+JzgEwdaMkXbcLeqYw2peLaOUdw+f3TFGkmzZCpPW2d4coKx9V1Y3aHYjQmGvbiVMWsrIb+E+3a1j2XRwXjXCqyoZSYs5tHOZWwME2jXncFp23uNbKuKNJbmFwL8lGZMKjnLs7GGNx1aW3BK1mXSufFjn79vX4WYPisk5d7tUtb+E/KA7KbbG3Nceo4IonwNNNUvhcW31FwvNIcAeyeV0UcsYlGU5HlgI5bELtTcQcW07Y4abEPwgPDb4rGyEWHUi+itv8AYynx+XD+ldgcD4h4ozYhGGbnyEkLJiHAWHGmpzJV1BlkLS8tdl0vyAXKPGHFkNIInxUc0gZbxi0tN7b2vZcN3FXF7o6dlVWU0fgvbme2K5lA5G5t9LKOl7h8nL7dHHOEsAhilPiTR2dlsJj5QNb+qgXDPDNVWYk+rrJquOia/wDCidIbvA5nseikLBWVVZPVVdZJN40ufI74RoBYDkLBSijhbG2N1rZTrfnooquOGWP9rt0KGibGzIxoA2HomK1DaZtuYadO5XQpgI4c/QXURxSrNZXSMYbhpyg91je61l1HNqWeHhss5tnmfv2XjvtErAMOjpwdZpQbdhr/AIXrePVTIaRlO02ytsvnrjDERX4++NjrxU48MW68/wDHyW/Fj25vk56w1+o6iIup5YiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiIC9x4HxGd/D9BPUPLiWFuY8y0kfwvDl7JwIBLwbSsPJz9ehzFZcnp1fF/u9YbN49K2Vh87LFS6mqRVYU117nKCvNMKrHMzU8ujm8uqleCVts9OTsdPRc+no77261QwSxEELjFr4prWuF22m7D0usD4GuOoVZW2t9xuUNREynsYw4878lgmFNI9pyZcpuAFbHEW6Cyq6IjX91byWipZRObdzLnuo7i1NC6bMCLX2sF3XRXbodVzKql8Q639U3S1pUMYfI0tbcDkdl3YGa+Y7HYLUpoWxWAFltPkEEJcTYBV2yq7FsQ90w3Iw/iP8rQN7qO2ZR0xklIzDV3qsctb75WmZ7vworhg6nquFjWJukHgRG73mwCSKbQ/jfiZtJTSOjeDUS3bG2/39AvGiS5xc4kkm5J5qR8alw4mkic8u8ONg+ZFz+6ja7MJqPL5s7lndiIiuwEREBERAREQEREBERAREQEREBERAREQEREBEVVaY2o2oSBubL2fgFrRwbRvb+Zz/AP7FeO4ThlVjOJNpYABf4nnZoXufDdA3CsJiwxjy4RD4juSdf5XPy2a07vi42ZeTtVLHjLLD/cYLj/cOi28KxQNnjlzWvoddlYLPZquHVsko6oyxi7HHzBYx25z7j1qmqBI24NwVs32AUG4fxtsjBE94zN27qYwzsc0OuNd1nlG3Fk3WMJFhqsnhkjXZWxzsDLA9lcagAqJG9rDOxzADuCtMlr9f+XW/PNnjymwaAuZJK1rNHa3spVWPe1htfW64mNYh+G2CN2rtPkqYjiAiGjgLKEYhjOed7w69tBZWkcud06VbiLKSEMYdeQ5krRZC8MM8395+4/QOn+VhoYnyv98qdZPyN/R/3WzPJaPupt+jGfdeL8Wv8XiytIPwlrfo0LhKT8a4eKTHve2G7axucg8nDQ/woyCu/DHyxljyOWWZ2VRFW2l1RRZZ7ZiIigEREBERAREQEREBERAREQEREBE0G5VC7oFeYWo2qlwrdTuUWswkRtd+UKo1VPyhVCuh6H7NKOJ/vT7AvBXojG+HVvaDtZeY+zyvbSYy6ne6zZhb5r09pz103ay8rkms7t7HFd4TToA/C4fC7X5rDWRB8RB1stiJt2Fp0B1V5ZmaWkWPMKkdXuIyIp6WcTQEgj7+q71FxT4ZEU/4bu+xVnhNLshHzWrWYWyWEggHore2Orj3Etg4giewHxBl9Vs/12IkfiNvyC8gqKPEIJfDpZH6nZbkGF48Y85qXX3tZPFact/HqkmMwZDeQbdbLi12PQxsNpRtqV5xV/1qF+V0p9bLGyiqqgD3mVz+jbqPFF5b9R0MU4hfWSuipyXDmQseH0j3yB82p3A6LLT4YyEjM35LtUkDQC+w029VN6iuONyu6yNZ4bQ0clqVVwxx+i6D2kCwsCefRaVW28RA22Wc9ui+nlvHtVHLilNTsIJhj83qVDgV0MakfJjda55ufFc3XoFzwF6vFNYSPC5svLO1UnyhWhyO3VFezbKLxrsisV11ncPxO1UTT0RUuNiRERVBERAREQEVHPa0eY2WIz/ob8yrTG30jbMqZm9b+iw3c/4irwBZaTj/AFG1+boFQknmqBVWsxkQoq2RFKSyqiqNVKAC4KqFQK5QN3D6p1JXQ1DDYscCvc8Hl98pxVDaQAg/JeANNnL2f2fYxT1uENoHkCophbL+pvIrj+Rx/wC0d3xc+/GpnFo8Ajdbj4HCMvA+G3zWsWlhDrc11KKTO2ztW7BcT044slg++19vVZ4S2UWI8w5dVu4lhx1fB+YfDdcJsj4ZLPFiFMRUgpcKgneHFgK7jMMiDAMl/kuRhNc15AcQTbeykzJ2ZNr+qi7TJEVxjA4nNJawEqMyUcdNmzfUfsppjNcyKM8vRef1tcZpba6nRo3KtFbpa45pMrRYk2XWhjLYg1g2FloUNM4HxZR5j+Ucuy7MbC/YWYOairY/rAYxYn7rh43VxYbh09XOQGRDQX3PIBSOV8cMLppXtjjYLknQNC8T434nZjFb7rRuIooXEtP+of1H+Ffi47nky5+WceP/AFEKmZ1RVSTPPmkcXH1JurBoFQC5uVU9F6kjw72ttdVAVUU6FLJZXKikE2RUUCt+qKioVS4SpXIrMxHf1TxW8wQsrhYna9FQODhdpuqrNLTtrqrmtV2VXALsUVaFcgCqoFERFYFVUsq6oCqFREF6qOhVoJsrtx35IBC3cNxGqw2tjqqWUxyxm4IWmDdLKL2S6e8YDxph2N0bIZnCnrQACw7OPYqW4dM3Na+5Xy9FO+N4c1xDhqCCpvgPtCr8NyRVbfeoRpc6OHz5ri5OD7xelw/KnrN9G+GyaHza2Fxoo7iVE1xLiDm62XMwL2kcNVkTWSVnucpHwzNIH12Xenr8Oqmh8FTHIDzY8Fctxsvcd8ywynVR2GeShqRZ3k5j/CkseMQe7h7pAG9lG8ShjnaQxxBH5hyXDliryC0SNI7bqdbU3p1cWxN9fUmGmFwN3nYLWpaJjHZjd7zuVrUjGw/35mNHdyyycVcPYc0+NiMbpB+Vnncfomr6iPLH3lUgpqS0eeQZelzt8lr4ni+HYTTGWsnZDGNgdz6DmvPsZ9qJLXQ4TSZRykl39bLznEsYrcTqXVFZUPmkPNx29Oi1w4Le8mPJ8rHGaw7SbizjeoxpzqWlvT0Q/LfV/c/4UIJL3XKEOdqdle0ABd2OMxmo8vPO53eSlrBU7q7dUKuotQJzV1lIoiWVHGw7oKqipqd1RBdZUKB3VVOqC2ysc1ZbK0hBhALTcGxWVsoOjtCqFqtLVXLGX2bZA1LK8DRLKwtRXEKlkFAEVVVToWqqqAqqBbZFfZLaILArwrbIgvt8il9bHQoNtfslgdwoFS0nZUs5qrctHX1VQ8E66KAbI9qzMq5WAZXuaeoNli07JlF1Gj16bYxauZ8NXMP/AHD/AJQ4vXbOq5iP/UP+VqFgVPDBTSfK/rLJXTSavkc/1JKwPle7ZXZLC1ldlbuSE0jdYLPcdVcI7rIXMaLA3VuYnlZToVNgFbvuq2truinQoqKqopFLKtlVEFFa7krlY5SKFLJdLqRaVeweVW6k6LIBayIFQhXIoFllaQr1adkH/9k=)

**Frank McKenna**Co-Founder, Point Predictive

03

03/12

Trend 03 · Credit & Lending · Synthetic Identity

### Seasoned synthetics out-score real borrowers at scale

The problem is no longer a weak score or a thin profile. It's a high-score, full file that tricks models and underwriters into approving.

**Key targets**Credit unions and auto lenders, especially programs advertising deferred first payments, which buy the ring extra time.

What is it

AI-assisted identity farms are growing synthetic profiles for 6 to 18 months: secured cards, micro-tradelines, automated on-time payments (usually loans paying loans), even credit-building tools like reported debit cards. By the time the profile applies, it presents as a prime or super-prime borrower.

Recent auto-finance reporting in 2026 notes that well-aged synthetics now score better than real borrowers with thin files, because the model rewards the exact behavior the scheme was built to manufacture. Rings run these in volume and trigger coordinated bust-outs across lenders in the same time windows for maximum payout.

Why it's on our radar

These don't trip the normal higher-risk filters. They sail through as prime. The loss appears months later, after a borrower who never existed simply disappears. And with many credit unions now advertising deferred first payments, which buy the ring even more time, they are a bigger target than ever.

1. 0–6
   
   **Months 0–6 · Plant**
   
   The identity opens secured cards and micro-tradelines. Small, quiet, unremarkable.
2. 6–12
   
   **Months 6–12 · Grow**
   
   Automated on-time payments, often loans paying loans, plus reported debit cards pad the file.
3. 12–18
   
   **Months 12–18 · Season**
   
   The profile now presents as prime or super-prime, out-scoring real thin-file borrowers.
4. !
   
   **Bust-out**
   
   Coordinated applications hit multiple lenders in the same window. The “borrower” vanishes.

“

> Credit unions built deferred first payments and skip-a-pay options to serve members. These rings studied that generosity and have exploited it. When the file looks prime and the first payment isn't due for 90 days, your window to catch a synthetic closes before it ever opens.

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)

**Jen Lamont**Credit Union Fraud Consultant

**6–18**months of patient file-building before the profile ever applies

**Prime**how the file reads on paper the day the ring finally strikes

Signals to watch

5

- Thin-but-pristine files with disproportionately high scores
- Shared device, address, phone, or employer across applicants
- Multiple lender inquiries inside a tight window
- First-payment or very-early defaults appearing in clusters
- Scores that look unusually high for the credit history and lifestyle behind them

Seeing this in your portfolio?

Talk to the Fraud Strategy team

04/12

Trend 04 · Credit & Lending · Defender-Side AI

### Data poisoning aimed at your in-house fraud models

It produces no alert. Just a fraud type that quietly stops showing up in your model's high-risk output, until it is too late.

**Key targets**Fintechs, banks, credit unions, and merchants with in-house, self-retraining models.

**No alert fires**The damage reads as ordinary "model decay," while a chosen fraud pattern fades from your high-risk output and losses keep coming.

What is it

Attackers are going after in-house machine learning models. Rather than evading a model, they corrupt what it learns from, which is far easier against lower-volume in-house models. By feeding carefully built, legitimate-looking activity into feedback loops, or contaminating shared and third-party enrichment signals, they nudge a model into normalizing a fraud pattern from the inside.

We are watching growing dark web activity aimed at auto-retraining pipelines as long-term projects. Their own words: "hit them when the pot is full."

Why it's on our radar

There is no dramatic attack event to catch. The damage surfaces as slowly rising false negatives and score drift, symptoms that fraud teams often blame on model decay rather than an adversary. And the dark web is scaling it.

Signals to watch

4

- Unexplained drift in score distributions over time
- A known fraud typology fading from output while losses continue
- Anomalies in label, feedback, and retraining sources
- Performance shifts right after ingesting a new external feed or enrichment source

Seeing this in your portfolio?

Talk to the Fraud Strategy team

#### No alert, just drift

poison in the feedback loop YOUR FRAUD MODEL model output over time expected high-risk output a chosen fraud pattern fades

Poisoned feedback seeps into retraining. No alert fires; the model just scores one chosen fraud pattern lower and lower until it reads clean. Their own words: "hit them when the pot is full."

05

05/12

Trend 05 · Credit & Lending · AI Impersonation

### Phantom dealers & AI-cloned lender sites

A polished website used to be a good sign. Now it's a reason to look closer, because AI can clone any site in minutes.

**Key targets**All lenders, auto dealer networks, and indirect auto programs.

What is it

Fraud rings are standing up AI-cloned auto dealership sites, lender websites, and phantom-dealer fronts to divert loan proceeds, harvest applicant PII, or push fabricated deals into real lenders. The clones are getting so common that as one is taken down, five more appear.

Why it's on our radar

These sites are extremely hard to spot with an untrained eye. They can be built in minutes and copy any website. Right now there are no tools or techniques a dealer or lender can use to stop their site from being cloned, and many don't have the knowledge or tools to act once it happens.

**5×**for every cloned site taken down, roughly five more are created

#### The clone factory

sunrise-motors.com The real dealer's site LLM reads rebuilds any site, in minutes sunrise-mot0rs.com The clone, minutes later PERFECT CLONE

How a phantom dealer is born: an AI model reads the real site and rebuilds it in minutes on a lookalike domain.

#### Takedowns can't keep up with the clones

580 domains tracked 350 shut down · 60% 230 still live · 40% 5× new clones appear for every takedown

Fraudulent dealer domains tracked by the Point Predictive Fraud Task Force.

#### The scam is growing, not fading

8 46 69 90 73 118 101 H1 '23 H2 '23 H1 '24 H2 '24 H1 '25 H2 '25 H1 '26

BBB dealer-impersonation reports per half year. Dollars lost: $522K in 2023, $1.65M in 2024, $1.94M in 2025, and $810K already in early 2026.

Signals to watch

4

- Newly registered domains mirroring a real dealer's branding
- Dealers with no verifiable footprint or licensing
- Sudden volume spikes from a brand-new dealer source
- Photos that look generated rather than authentic

Seeing this in your portfolio?

Talk to the Fraud Strategy team

Point Predictive Fraud Task Force

### We are taking *action*

Point Predictive is proud to announce the launch of our new Fraud Task Force, dedicated to helping the industry find and take down fraudulent and AI-cloned websites. The Task Force has already identified more than 500 fraudulent dealer sites and started forcing them offline.

#### Forcing the fakes offline

sunrise-mot0rs.com One of the cloned sites TAKEN DOWN The rest of the takedown queue

The Fraud Task Force finds fraudulent and AI-cloned websites and forces them offline, one takedown at a time.

**0**fraudulent dealer websites already identified and in takedown by the Fraud Task Force

Takedowns remove the storefront the ring depends on. Every site forced offline is one less trap for borrowers, dealers, and lenders.

020202

Theme 02 of 03

## AI-Enabled Attack Trends

Generative and agentic AI are being turned on the controls themselves: onboarding checks, callback verification, and the fraud fighters doing the research.

[**06**Camera-injection KYC bypass goes retail→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc6)[**07**AI-forged email threads defeat the callback→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc7)[**08**Fraud research turned into a scam on fraud fighters→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc8)

06

06/12

Trend 06 · AI Attack Vector · Onboarding

### Camera-injection KYC bypass goes mainstream

Deepfakes didn't get better this quarter. They stopped needing to, because a $30 subscription now skips the camera entirely.

**Key targets**Banks, credit unions, fintechs, and lenders with digital account opening or remote loan applications.

What is it

Fraudsters are bypassing the camera outright rather than spoofing it. Using camera drivers and direct API tampering, they inject a pre-rendered deepfake stream straight into the verification pipeline. The "blink, turn your head" liveness prompts are performed on cue by synthetic footage.

An April 2026 MIT Technology Review investigation documented 22 Telegram channels openly selling camera injectors, deepfake generators, and Android hooking frameworks. The dark web is now flooded with injection kits built for onboarding flows, made to defeat major bank and exchange controls.

Why it's on our radar

Most deepfake coverage fixates on the face, or on spotting a virtual camera. The real change is hardware industrialization. Injection is now a cheap, supported product. And it defeats passive liveness because no physical sensor is ever involved, even though one shows as active.

**0**subscription price for a camera-injection kit

**0**Telegram channels openly selling injection tooling

#### The $30 bypass

REC the deepfake, pre-rendered injected into the pipeline INJECT the camera never turns on LIVENESS CHECK Blink Turn your head Smile PASSED performed on cue by the footage

A $30 injection kit feeds a pre-rendered deepfake straight into the verification pipeline. The camera never turns on, and the liveness prompts are performed on cue by the footage.

“

> This is especially alarming for dealer groups. The fraudsters are skipping distorting reality with deepfakes to now just creating a new reality using a subscription.

![Scott Ellefson](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ0NExoTFRcYGRkZDxIbHRsYHRYYGRj/2wBDAQQEBAYFBgsGBgsYEA0QGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBj/wAARCAFAAUADASIAAhEBAxEB/8QAHQABAAIDAQEBAQAAAAAAAAAAAAQGAwUHAgEICf/EAEYQAAEDAgQDBAcEBgkDBQAAAAEAAgMEEQUSITEGQVETImFxBxSBkaGxwQgjMtEVM0JSguEWJDRicpKisvAlU/EmNWPC0v/EABsBAQADAQEBAQAAAAAAAAAAAAABAgMEBQYH/8QAJhEBAAIBBAEEAwEBAQAAAAAAAAECAwQRITESBSIyQRNCUWEjgf/aAAwDAQACEQMRAD8A/DqIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIrJwTwPj/H3E0eDYDTF7z3pZ3aRwM/ecf8Al1EzFY3lNazado7VxrXOcGtBc46AAXJVz4c9EvpH4scz9BcIYlUMftK6Ps2f5nWC/VfA3oe4S4BpWPbSx4jiwHfrqloJB/uN2aPiugRV9bTyB0chaG6gDZedk9QiJ2pD2sHot7RvknZ+RpvsqenOGmM/9DWygC+WKuhe73By5vxJwTxfwfUiDinhvE8JeTZvrcDmNd5O2PvX9F4+K8RjaG9q4W9iiYjiUeO0ElBi9FT11HIMskNSwPaR5FZ19Rt+0NMnou0e2z+aqL9Lelb7O9MIZcf9HcTm2u+bCHOvp1iJ/wBp9i/NksUsE74Z43RyMJa5jxYtI5EL0cWauWN6vGz6e+G3jeHhERasRERAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREG34X4bxTi7iyi4fweAy1dVIGN6NHNx6AL+gXAPo2wX0ccGw4HhUYknLQ+rqyLOqJLaknoNgOi5J9lfgKLDeF3cc10INViDjHTEjVkLTqR5n5L9GuktMc2u914fqOpmbfjr1D6f0bRREfmt39NDPSAzkXCyw4c0gki1jrZTJmtEoeAL7r4ZjkLADc8wF5m8/b6nau0bNTNTsjcRbQaqMWxNJIuPBTqhriHOINz4LWSh42aQomVbUrsSG22w1XC/Tf6Jo8eopeLOH6ZrMThYX1EMY/tLBuf8Y+IXb9ba6I8sNIA4AnoVvptRbHfeHj67TVy45iX869jYougemXhuHhr0sV0VJEI6SrAq4WjYB34h/muufr6etotEWh8Xes1tNZERFZUREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEOxREH9KvRzgwwj0PcK0jWZQ3DIHnlq5gcfmt3ID25spvDQim9GvDkkYBa7Cqa3jeNq12MYnS4VI8O7z2m7tNl8rq6TOSX23pt4jFWJ/j32Ln2IAXx0RaW3OnnuqPWekqP13sKOm7VuxcBsp9NxA+uhErmuY/ew5LKtP8AXs1yRMLI+CO93jwsok0MbwQGEDrdVbFeJDFRviZLlfyJ3VPixviWTFf6vVtDDuCeSmcW/SmTLFeHR6ykkjaSGuI6laWpkc1gsTpzWODiCup2dnWntWncBZ5HR1RzRWMcgvsq1pNZ3cGa3lGz8zfaSgb+n8DrQLGSCSM+x1/quHLv32loywcOE7/fj/auAr6jSzviq+L1cbZrCIi6HMIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICWLu60Ek6ABF0/0B4ThOMemehp8ZwsYlT2DWwF1rOc4ND/HLe9vBVvaKVm0/TTDinLeMde5fvvgETU3od4UbUgiSLCKcPvyIjCqfF+KUmHVEVNMBLWVR7kd97kC/vIHUk6LozKcUvDUFGx+ZscBjY4AatF7aeVlQ38LUk+NyY3jED6yfII4LaGFo17o6lfOZMlZyc/b63S4rUrH+OB4pxfi0nFclBRYU6nmY0SEyxi2UlzdderCN9F1L0Z4hScVxhtVTkBrbPdHcNzDcarLX8PNnxlz8L4ejilkJBqatozG/Ro1PtXQeGsA/RdABUP7SYNsTYAN8BZXy+Ex7Ydunx5Yn323cz9JmAyU7Y5cCgeZXPy9iNb6aWH0XH5uCuOH4B+kKaGqosRqJCZDUlrXsGYbgnbLmAA0B6r9I8URB2JMcO80WuCOoVefw2+sPbUcs7DzbHJlIPt0Krp8sU4lprdJ+TqZ/wDHLIaXifAsLpKmF9TWhrSayOZwd+1oG23OW1yNj11V94Zr2VdOTHfJu1rgbtvuCrJS8KSPY01VVUyHe0tiAp02GYdh1AYqaNoduTbdZZ80TLnpprVj/IcP9N3o9xjjhuDHBpKdjqUy9p278os62vwX5cxzBa3h/G5sLr+zM0R/HE8PY8ci1w3C/cmN1Fqmnp+3hhe+WNzTK/KHAG7m362Gy/LXp1wdmDekSKmY0BphJZbbIXlzfg5enoNRaZjHPWzxfU9DjpinPE+7dy9ERes+fEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBdW+zjiEOHfaKwN87c0cnaMy3td2QlvxAXKVvuCcdbwz6RcFx94JZRVcczwDa7QdfgSqZK+VZhrgv+PLW/8AJh/TLh3FHYlgA7WJkWQOyRsJOVmY5dT4fNZZnXLiw2AFibLQcOS0lHO+moakz0ktNFLDKTfM14zDXnufYtrV1GShNtDruvlcsc+7t+gaS1bc163Y+2paY9tI5rcupPNbLCqz9JYXJVPyQwm5iufxAc1zmpnnxbFRRROd2bT33A6AdFUONMdkpOIcM/R+P1UdPhrjJ6rSymMyH9x3J7ddRZThtFp5dmo8aV3dG4lxTD3zaPDSQGBo1NwNTotNgWIvhq56OScSBhDmSE7tOoC4BxPxLX8bVhpsPw6eM08zJiY5i0M1sCTcXGu2y63wBIXYLOzGJmmrc9uoI7lm2tcK+WnjXeWOHU0vbaHQ5K7OwgvO24K0VRLKakjO5zdzdZJHWAs+4HMbFR3vadSQDsb62XJExMujNMbcKLxpDV4hUx01BDLPUskjfG2MXIsTmPkBe64J9oesZUelWmpmvDjS4bBE+xvZ1iSv0FVYnTYbxBV4lWyiOCnhfM997d1oufPpZfjvirHpuJ+MsQxyYZfWZS5jf3WDRo9wC9307HO/m+N9X1MTjjDH93adEReu+eEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBERB+yvs38U1WMejimpqyd0kmGymkBJuezAzN9wNl2evrWSUkri+waTcu8vyX5O+zFjkFLimOYPNJ95LE2eGO4GYjR1vhou3YxjT4cJro2yOGaMiMOOgcdPovA12Gfyzs+p9K1cVw7TPTS4nxm6B8tJh0h7V1w934Trpe/IfTVVyiwahrM9Zi/EEEme7XCOUG19xm1030Hv3VT4Y4Oj4y48MeOzyNoDYzUrXObmAFxc6bga/Rfox7eFeCuH4aPh3DoaYAZWRscQ0efxKximPHxPb1dLauafPNPDjOK4fh8UkbMBNTOCS576WB7y4usd2Nty9i1T+N6HhyikppJ5qKV0nakS072nwbbL5fFdZPHs1c9sLGufS3c0Pcwhpt+0ATq2+l14xB3D1bSS/pLCaJ4b3XjJZ3S9/aptan7Q3z10/jP4p5U/hj0msxCoa2eVhjlcG3jIcDfS9+nnr5q71uLxiMta4tLvhoVxLi+iwXh3EZMSwYGiYJczsxzAMBGlj1O3jbzWSg4u9chY8ytDQNSzTQ3sAFFtNE+6vTy662a70tLJ6X66eL0eVr2OYBPKyFzmjcONzbzA5L84rr3phxuObCcOwuCQua+R0xuTfKNB7Ll2i5Cvb0dfHFD5nXX880yIiLqcgiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiICIiAiIgIiIN5wdxFLwpxvh+OxXIp5LvaDbMw6OHuJX6F4i4mjrKOlq4Ju0o6xokjkAAa6M5rg9CLa8yvy8v0l6FuF5+KfQZirXO7+F17JWNynNkkbci411DDYDqVz6jHEx5S6dNktWfGPtJ4aqXYZHTV4k7Rk7pXBhOpyuLQ2/Xw2G55WuMr6/GMOmqajOY2vdC0uJDQct3EAja/M62AWDg3Bo/0jNRNgiEsNRmY5zTlY3IWhvT8Tibc7eZV2xWlp6PDZae5bFCAHSv7xJJJvbkXWG/IX5ry8+LneHsaXUfrZzjAcJxiczvxCoDow2zYcve0tp5XBt5ac18xw1VDTwxCWZ+djiA7R17gDyDj47rGOKWUlJLWObkdlLCXgF3dPd00G5Hx35V7HsaqaqAUr7tex7Ta4IjIBNzfXna217+3PHim1uXbn1FK02r2o3GdXNU4Y+EOBkcAXXdYP316X5Gx18wtfwxh9dV17I4y6YucA5mc2aBbKDca21WHEHy1ZMzp23jebtkfo9ri88+u3u6rqvos4RnoZjileZg7WOGKS34Sb5j5305gXXdkmMdHj462y5OFA9OeBQ4BxRgFGJHF02FhwefwucJXtcD0N9b7arlZBa4tcCCDYg8l3L7VNE9snCeJNacvY1FO53Qh7XAf6iuL0kL8VwszwNLqmADtGDUvb1HUj4iy6tNbyxRLj1lPDNaERERdDlEREBERAREQEREBERAREQEREBERAREQEREBERAREQEX1rXOcGtaXOOwAuStzR8N1kzRLV/1WLfvfiPsUxEz0NKp9Hg2JVxHYUzsp/bf3W+8qww0WHUP6iFskm2eQAn4rYwzTvAqJZHnMfu2X0PiQNwPn5K8Y5keMA4Fpn1DZcVqBKG98xM0aAN8x5rtn2WeKoT6U+M+FpnNZFX0MVTTx30zQyFth/BIfHRc4ZJ6jw1UVDj35G5b/NULgbi48I+mWkx4SmJjZMj3gXytO5tz8lTVYv+UxHbfSXiuWJnp+7sa4U9Wr/XcJtC5r+1dEARmPK2tgB8VS8cqqqodLG5hoCIp3yxvIAedwASdRe9rnY6BdDwPieg4nwZlRFPH2zWgva03FiLgjq07gheMQoqeqhcyeKObq17bheHj1E/Gz3s+hiZ88cvyVj1HWsx2Wkp4s1M1glIlOYlwYbnppc2BOmpO9lpCJmySUME0tfPICZns7/aEPGjedr2F1+h8d4F4dk7R5oixr3F0jGOcA8nfNr56eK02H4JhuHENoKCOEN/CWDdXtqax1DKujtbmZUPhL0buM8WJY9GBIWteKRjrMa7q/rsD0uuw4bGBYNBGuw2Uanhkc7UNvsfJbanjZC0uk0DRsOS482W1+3fgw1xRw5V9owU8vAFFHOAXROkkbfkctvnZfmXhqsdS4q05u667XDrddV+0JxrBivEDOHKGcSil/tD2m4Dt8nmOfsHVcbw0PdWsyi+t17Pp+OaY4ift8/6jljJmnZfpcKwzEZnNmcaecnSZmod5jn5rWVXCtfEHOpZYKto/wC28ZvctkITJ2crTqG636r28a9sxrcw/HoPevRnG4dlSnpqilkyVMEkLuj2kLErzFNDKOzqIWvadwdR7lGn4Zw6qu6jmdTuOwOrVSccmynotvWcN4pSAuEQnYP2ojf4LUuBa4tcCCNwRYqiHxERAREQEREBERAREQEREBERAREQEWwwnDDiM8he4sgibnkcPkPFXLBMMwqnp4aiKla6VzGuL5O8RccgdlatZkU6jwLFK6xhpHhh/bf3R8VY6PgINaJcVxFsTeccLbuPtKsxqBH3yQTyPTyWuqqx8gIzexbRij7HlkeF4Qzs8MpGsdzmkOZ58b8vYoNRUSSuOdxN0eSTrr5rHa6tFdln2np+2mIccrAMzjzt4eJU2ijdUV2YjK1ugb0CgSRSujAhmdDICHNe3Wx8RzHULYUdS9kWd8PZTvuHt3AI5jwO4+KtEIlsMbqAcOFJELkN1HIea5TUUrJMYqIy65y5mkC2t10maM+qPcea59VNLceqJBoY2Nd/qsqZukVhcOA/Spj/AAJVMppXvq8PFx2RdYtB3yk8r62Ol+hXfcE9PHDWJxNZHikdO91rwVTuzcPK+nuJX5cmp4pG3kaDG7mRfKfH81razCZoGF7GudGemoXm5dJTJPlPbvw6/Lhjx7h+0pOOsMroxeWKTW7Sw3HwSlxSiqZAyJ4BvyB6r8OMlmhdeGZ8Z6scW/JZTX4g5uU11SR0MzvzWE6Cs/bor6taP1fuHFOKuF+GaUy4xjtDSG1wyWUZz/CLuJ9i4Zx/6f5K+CbDODmSwxuu12ISjK/zjby8zr4c1wmxcbk3J5816ta60x6LHSd55Y5/UsmSPGOIeJHvkkc+Rxc9xu5xNySeZVl4Wo2dlJWvZn1LANrW5quMjfIbMbclXfh6ndHw+zMACZH/ADXfijeXnNrA5r9AfCy9mPJIc1g07g9FGF2uzDQjmFr8bfjNX2dNRxWY/R8oda31A8Vv0ndPaWOBMUjZG3sHNIIKzRyuYRr8VBwvDm4bQ9gHl5JzOdsLnoOQU3zHtTtLYwVZAsTyXqoosNxFtqulY4/vt7rh7Vr2mxtqOpWaKcgfS6TWJEOr4IjeC/Da8anSOYbe0KuV2DYjhx/rVM4N/fbq33q9MqbDR1llNUXMLX5XNPIrOcf8Rs5iituK4PQVNLJU0cYglYSCG7OPlyVS2NispjYmNhERQgREQEREBERAREQEREFswaLseB6qpG80rmH+EfzWzwuU/ouC2l42/JfaXD5Kb0W0skoLe3kkkA8Da3yUTA5A/CIBfZoHuXVSNohETw2Ujieajuvz2Ul47t7qK5wLgLi6sljIP/CvjGh8zGXAzODbkbarIWEheGnLKx19A4H4osx9s59Q6ONpaxptc/iKl0zNueqjmO1dLobZiNvFToG2sNlMIlmqP7E7S5sufSND8UxEc+yb810Kp0oXeWqoMbc2NYiLXuxoWebohIpyXQR6XDhqN79VKhjHZmNu27SodHY0oaeRUpjrOA1seYXM0lpcRw58krnRtb2jf2Q22Zah8Ukbw1zSCdrq51MXaRCVhs4bWUVkVLO680TS/meaK+O/MKrlkvkDSTe1hqpowios0OHed+zfZWdlPTxuLmxNBPQLDFaSpfIRtoLoRVCiw+KkpDbvPd3blWKgY1uDtyAAZ3BaupByNFjvc28FuaEf9AYRze63vWuLstxDwBc6lZchDiBoRoR0WOMC9l6EXeuwltthy/l7FurD1JIyKlfLOQ0NF3P2HtXwAEb3HgVFx3/2F0QJDpXMjtf95wCmRtaGgAaDQJul8dodV4z32XmeQNG+ywtOYWuiJSBNY3BssjqkBhLtlDecoN7jyUGpqS2B4adbWHmiN2whnP6Oa527y5w8rqpP/Wu8yrOMomgphcgZWW6qtVEboquWNwsWuIt7Vhl7T9MaIiyQIiICIiAiIgIiICn4JQtxLiGjoXmzZZA13luVAVg4KjdJxrSFo/Bmf7gprG8xCJ6dG4jLZcLNPFEGRQtsxoFrD81ReHnESyU1rlkjgB7b/VdGr+xnw1xv3iLELm2Cu7LjKWF1hmOb6fQLvvHMKU6mFkrR2MG1jbVaqJ+ebLa4Wzx/7gtB002Wpw/vy5lSWn0muaQ3lqo8gtci1hqFsHt0BUR7Lm6hMPVRb113ib/BSYW7afBYqgffRvIBzMabDyWeL5KYJe6wWoTy0VCpxbHK/wAm/Iq/VYPqbxztzVBgI/TuIX0vkHwWebor2y0wyve3xWd2hBNuixMFpibDVZ3C7OviuZqzQuBFr7jdR54uykzN2PIr1G83vfmpMrRJFodvaiOpRg8mE7X2XyJtmDMNzdeLZXZSdNlmbY7Il4lF2i40W6o2n+j0Nha5d8ytPJbJ56reU7bcPU2nIn3uK1xdq2YGCx2WaME/s+xY2i5ubKQxpLgPFbqQgYs0OnoIbXzVAcRfk1pd87KXazL2N1ErT2nEVK2x+7ikkPhcho+qln8Op1UQlBqXDW/tWOG+ulrL7UanpdYoXEEfJSqzTWER/wCWWnY/tsRp4t2l+Z3k0XU/E5+yoHv8PitRhjtZqggd2PIPN38ggnvqHetiRps4OzA+N1hxzJUVQr4mhokAD2jk78iscczDJlfbzWxfRRzYVM+J+YtaXZRzA/5f2LHJG/KY/iuoiLFAiIgIiICIiAiIgK7+jWkD8Vr8QcL+r0+Vvm42+ipC6Z6PIDHwhX1VrdpUBl/Brb/Va4Y3vCl54baV9iWXFjzVDryKHjqCYfhe/KT5q0T1mSXK7fmqpxMx2RlXHq5pDgu288bqUb7iWp7WipJ72c9pB8w4hR8CiMjcxAtsVFxWYVWF4W6PvNkiMg9rytxQNbRYU17/AMThYBUmd53axxCVKBfa/mFBeNSOimtcZIg428Vgc2zibfBRZMPkjC6mgfbYZbnwJWeAWaHX9i8Oa04eL37ryPgCssF7aAgdFEJfasXpHEbW5Ln8Y/67X2A3Z8l0Gp/srgeioDQRxBX2t+x8iss3Sa9pABDrn4LNc5RzsF4t0PsXt1gwgdFztGFv4gQVNiN2WAN1rw4h9gNN1Kge6++nikK2JorOuBYeC8N6KURmBBUdzSHH680TEj/wDwW+YMuBUY/+MH4laJwu0j+VlYJhkw6lbuBE3l4LXF2rdGYNbX0UqO+Zo+PRR4xfl5KSwDvHKTYLdVqmHtuJax2v3cccXzcfmFLlNoyfBQcJPaeu1Vh97Uvy+TbNHyUiqlAZYapBugzPu47HzWJrrOv0XiRxz3vqF8uct9UQh45JbDHAfvAfFRaP7vCW3Osj83sGgXvGnF2Gv11Dm/NYZndm2KAEWjYBZU/YbOGgY9geXDXXdToYsptG7QgttyKrjauRvcjcfILc4fO82Em6TzA00sfZTvi/dcQvCm4tEY8UkNrB9nBQlzAiIgIiICIiAiIgLsHCcHqvoppJcus8kktvC9h8lx+xJs3c6Bd0lDaTBqPCYwCykgbCS3mQNT77rp00e6ZZ5J4UrEC2VxtuN+S0lU+9O6nnuWH8LuhW/wATp8sjns0J6KvVFQ1jy2phJZ1st7cSRG8NpR0OfC8HDzZkdK3X+JxWeurGzVEcEJ7jdBbmscsrBwnhUlKT2ZhLRfwe4KNhcLpaoPeo252WieFlgjy0jb313so72/O62XZ2pvw8lBkAza7fNWtBWXlgAo5mjUhzTqfMfkvsF8jTbWy+xgFsrSTrGfgQfovMR7uoI81RZlqLdiRbYcyqC5tuIqzQ/hYbe9XuY/dnyVHqG24iqRbdjT8Ssc3xTHaS0C+ul0kPc0vtuvgd3Ngscj9b2XO1YibvuLLNE4h/nqo5dZ1jqFmidcXO3iiJTgcw3K8Pbcbe7kvrNrr64G2gRFWFws0gc1Yq2zRGzo0Aa+C0DWl8zWWBu4Ae9b2vcDWEWsL2W2H7RZ4iAt4rJPK2noZpr91jS7TwC8MuADyUDiKXJw7Ky+Uy2iB6ZjbX2LaeEMGFEw8P0zSe86POfNxzfVY55CTvovHrMMUTYmCSTIA0WGUaC3O/RYXVEx1jhjjHW2Y/FI6VOyfI0vY05QfxbD3lYZKiCJh7SUOcNmxd8nzOw+K+PjklOaeRzj/fKwSU7QbOHZg6ZpDlHx1PsCjcYMTJdhrybfsnTzChQQ1NdKXsaQ3m87BS8SN6GYA3FhY9dQvEdTW1ELIoYmxRBoAsomORIYylo2gN77+bissEhdMHA2XiHDnOGaUkrNaCndZpBPRTI+4wA9kM4GtsrvotUrFNDHV4I6Vm7dx0VdXNaNpTIiIqoEREBERAREQSsMp3VWOUVK3eWojYPa4LtuKRN7ebsjY5nXHiDZcn4Ip3VPpFwaNovaqbI7wDe8T7guk8QVZkxWQ0zrd7Urr03Uyyydw0dew2IOwJsqrWVBa9wLQR0Vjqpa4XvkI8d1W8QnDHF0kLCStr8lG0ge2p4JontaAIpJo7D/Hf/wCymYJDnmBHJa3h+b1vhKqjy96GrvboHMH1aVZ+H6UCLOW+xREbzCZ4hOmBDABfbZa6Qa+OxU6qmBnLWlQpG6kK9kVYonhtSzMQASWn2i31WFkn3hAuLFY5XFjw4aZTde6iQCsc0E2vfXx1WTVkeQWbKmVxycTSXOjouvR381cCe4eipGOO7PHonW3a4beSzy/FMSkGUfvLC6Xe6jdtcaJmJH5rlaM4fc6kLOywaATYHrqosfgPPks4JIBsfzRCdGRYi9vNfXyWIFxZRQ+zLbDdeHz6nog2FE7tMUpmXNjK23vuttVPvVudzvdaDB5RJxJSM/vk2HgCVu5ruqCQujFHCs8vbJLa29y0vE03az0FGxriXTBzmjnb/wArcx5u0blc0eeyrWJn1ni+KJ4aRFGSdNNbn8lpbpEpBLGk6xs/iufcLryXN5GR/jowD5n5L1ka3RoDRtosbtCEQ+Pkcxt48sY5lg1/zbrXSttJmJuTvfVbIAPFrqDVMyO20QRKt2bC5T/h+YXylqaj1djIojYAd6y81mmFP8XN+a8UME0tODGdNtXWVI+Q2LXSSi00hv0BWY0rjq256FYGRTRmzi0npe6nQyuFgQfborSFBI6N0lLKTllaW68jy+K0uvPdWJ8DJmhzdHDZaKqbkrJAet/fqufJHKfpiREVECIiAiIgIiILp6Nad7uI6ysj/WU9K4M8C8hvyurjUURjJc867m61PojiYylx2ul0bG2Jl/8AMfotjiFa6eY5TYX5cl36eNqML/Jp8SkETcoN+fkqXiFQ/UgjzVmxO5DiTe/NVGuOpupvPLSrdcCSmatxSgef1kLZmjxa6x+DlenVEeH4RlaRnI5Fcw4LqhDx9RgmzJs8B/iafqArtjb3A5L+KY54UvHLPRyOnkDib31Xt0rXnLpvbRQsMkEcJcde4+w8bX/NQaSodPiAjBv3lfchMqz2ZN15M/aQQS3bqwN0GpLTY/JSOJoPVWxjnlF1qcLqQ7D5WkZnQy3HgHD8wVnMbS1rO8NsDmizW5KicUEsxGF2uhKu8ZkkhzciFSOK7ipjJ5Oss8k+1KBD3tyNN9FLboAolOR7fBS2gWv4LkleGWO+gte3gs1zuDb2brEwch8Flvpax8yiXwvNhqo073AX3Wd5NtTook5JHIXREpnDTy/i6lBIvZ5v/AVaKggTnlqqrwq0/wBLoHHbJJr17hVqqA7tybH2LpxfFX7fWFmQlzrG2+yqdK9s/EtbMNWi7QfAG30VomkEFFJK5ndaC4nyF1TcEe1sNVO86kt+pVpnmIJbh7x4KO9+ihPrc0llmjk7T2qUPgqi2b67qTO3t6fM3cLWStIN1lgqnRttvdRuImI3joQ07l4+qjU8bTF2mua/LRZsVeXNiFrAkn4LxR6w6i+qzid7iZTzFjgCfDVbWG0guDrZaN7SG3AKyU1U6J9iVqLDE9zD3hotXirQMRLhs4ArcUjmVsBDT3hrZazFo8kzeixywlrURFigREQEREBERB0Pg+odQej6sy6OrKy3mGNA+blvaPD3zQmR4v8AtEqBwVhUuIcPYfExpLbyPOmmr/5KxcR4nR4Phj6OmeHzEWc4cl6OGNqQ57cyoGO1MbJHsadB0VMrJi9xF9FtKx8tRUuc46k6rXVETWtJ5qs8tqwi4TOafiegqNslTG4/5guoY0wGR9gdDYBcie8xyh7d2nMPYV12ve2djZAbtkaHg+Yv9VTFPMwrfuGrjlMdKXCwDTY36HQ/NSOFKN1RjmQtNg7VRmx9p2kFtHMLfbZXHguhyTSVbm/sh9/Ei/1W9Y3lnadoajjxw9aLGjYWVW4YlIxeeE69rCSAeZac3yut5xlKZMQkFwNeiquDyti4jpHPNmOkDHHbR3dPzWd+2uPpbZKoFhDCL9dlRuKt2m37au7xExxjjiNxoSVSuKgA1tv3lnk+MrtfBe4toCFOy3II9uq19Mfwa7jktkLZAei5F4G6g3P8llbsNduaxNtfl5qQLZb39hRLE8DloVFltqdSdyprmgAg+SizNFjtfwQlL4WP/qiI627N/wDtVpnuJibG/MqrcMW/pTCCN2v1J/ulW6csZPZ3M9F1Y/ip9tPxFVCLhioAuC8BgB8Tb5KqYRZ1PKy27x8lvuNqqN9BTwMABdIXE9QB+ZWhwk2idfm76KJ+ZL7UwmKQ2/8AC+U0ha8c/BbCtizx3G+y1QBjeSFaUJLjeIHwXho1Rv6sDoF9B1GygQMSeTUMb0avdGSI9L3usFY7NWOIOgsF6ppAwamyypPvGzaC4WIWGeDKbgbrPTyBxuw3cV9kpqg3e5hIW8j5h9fJR1LXgnQ7LdY/2U1HTVsFsktxYfskbj4quyQPYb5SCpUEr5aN1I8nQ5mjoQsL77cphgREWSBERAREQERNOe3NB1LDuJBwz6PMPw2nYTiE0RfIQNY2ucS1vnY3KqlRV1dbI585dr1V0bw5Ty4ZNitSDI4ua1l9ttPgtWcJa0FpJyk6crL0YrtERLDaZ5hTZGu7awBKxVlO8UZle0gK1ztwyiBfIYy8dTdVPHMZiqmmCnaA3mVS20NK7q1K7M88wuoYZUCr4Yw+UEk9g1h826fRcuLSug8FyescNiEnWGR7Br1s76lZYJ987mTrdu6Kk7XEG89RchXzCohR8M9rbK58bR8FoMKpck4dbYXVgxGRtNw/BE3T7oaexdtY2c9p3cy4jk7WukPiquczX5mnUajwPL4qw4y4uqHHe/NaJoPaX5rC3bqr0vNdPG4NmYWhsrGyAeDgD9VQeJzdrNb95W6Ps5uHKWR4uWNMJN/3Tp8CFTeI33AAsbO0WV+pS18FhExx2yraREOjG197LUwEmBgzLY07iI/xb7LlXhm2cCCVla463BGm91h1JJ38V6a42tqD16IlmeWnfl4qLJck2sCs5IDTYlRpHEEgkHwQTeHTl4qpi6+ocP8ASVc3xxSVB7QnflzVHwSQN4kpLk6uI8u6VfmtcZi4NvpuSurF8VJ7UDjWWN2NxQRm7Yor7cyf5LXYabQu/wAX0XzHp/WuI6uUHQPyDyGiYd+ode34uarXmyG6LQ+DRaudmUOFrCxW0hIyWUWrYLP05HVaCFewsV5c7ulenghxvZYXu7huVUa+V15nHqVmhhMkZdmtZYqp7Ja2WWNuVjnlzW9BfRe4mVEkX3cb3Ab5Rey56TzuMscklPMHNdcjmCt9R43EQGTMVZLXg2dmB8RZO9vda+c/wXqMYZXNsbA9QbFRavh+anaaqle2VrdSBuFU46mpjN2POnRbnDuJqqjlDZh2kezmnYhJtExyMMgtK63W68rNVGJ9S6WD9U/Vtzew6LCsCRERAREQEOxRNLi+3NB1HE+MaTCuBsFoZTapFM2WZvPMdB/pA96oNfxhiFU4injLGnrotpNwxNV4y/EMQlL432dG1pt3eWqkz0GERtEIpoHAb2aCfzXb7pjlSIUOeprJ3F00riT4rB2UpjMmR5Z+9Y296uv6NoI3ZmYewf3nN0+Kj1mJ0dFThudj38mMIP8AJZ2pH3K0KdmHMq58ATAmqpiebZB8QqjV1UlXUOleAL7NAtZWLgoTQYw6RzS1kjA0X563/NUxW/6Qi8b1l2Giblhe4adwk+5ZeIpctO2O+0YbfpovNGf6ibb5bD5fVROIpbtdp5L0J6c1Y3lz/EyHSON9FqQLyAe3yW0xA9919eRCgRN740XPLqhu6JpkwOeEvc0NeJLDncW+gVNxxzi8Anmrxh8bvUqjKCSY3H3a/RULG3H1xzeh0VMnxTEsFPb1dtzbdTIX94W6dVCpR9ybnmpMRsQNfNciyc78BNrryH2N97L4Pw32WJ176keaLM7pARcnMsD3gnTU818c85TbbmsTn6W0I6IjdJwuTLj9G4nQSt38dF0isqPU8AqKkSFoDNADuVy2nk7PEIH9JGn4q+cS1GXhOKIaGZ9tOgH5kLpw/GVJnlzWQlz3ON7kklTqD9UeXeUJ4s8qfQi0B65lFOxtICeq+1NuzNzyWKJ3QrLKc0Z8itBBmbYmygyMfJIIowXPccrQNySp899dbqFG9za6B7TlcJGkEbg30Vb8QNaQWuIIIINiCpVDXS0U2aMmx3CyVdLJLUPmiGYvN3N535qMylmdV+rFhbJexa4Wt5rlrM78CyRcQ0jwBO0+NwpX6Ywl7Mpdk8Q26rYwqX/v09/F9vos0eCvJBfVU7R4OzLeJv8Awb1jcDrHay0rnf32ZT7wss/DdHNSkwRZb7SRvzNB8QtXDgFG8W7WWR3Vh+gBWwpIjglUwxV0kuZwBhdbbndX5+4GpdQVOHsMNSLAkFo9+oWNTMTqHVGIyXPdaSG630UNc0pkREUIEREBERB17AI3VvBNBUyNDmNhIcXD90kKjY9imIVeJS0eDNhpoIzldIPxOKsAxKvpfR9hOGUEZJfB2ryOrnEqqOwnEnzukzCNztTbdd229IZ1nmWlnwzFn37SrMhvsXFQpMNrIwS6K46g3VgrfWKFgZLO17ydlr3VMkg0vc9FlbHEtGkIc06i3mrHw29zKyEk2uNPetPVgljdO9nIvfqAt3hzRHisDBoG5B8B/NYRHjeCY4djwvv0rBc2Nt/Na/H3i+91NwU/1KO/n8CtPj0gu48/Bepbpy17U2t/Wm7tio8LD2gNlmqnZn3svlLlLx3VzuiFowGMOlja4CxIBBXNeI4HUuMy0775o3ujP8JI+i6rgcYE8enMFc79IUXZcf4hHYAGUut5gH6qM0exWs+7ZoqR33RF9jdZ75XDp4KPRublcDzICkE5nXIHVcTWEpjwed+d15fdwvr0Xhju7a2q+lw1Ol+aJYy7cXv5LG86m5969O5m1wsTiL7KUS8uJbZwdsdFcuIZjJSUMYd3RDn/AMzj/wDlUskcwVZqybt8OpZDewpYtfetsM8SrPatTtLZnBTqIEUgI6kqPWD7zMOalU4y0zL9OavEcpSoz3r30WUm8Z15KPGdeXvUgEEbKwhzagErXPfknY8HZwPxWwncMnsWrqNyVW/Ru2rIjLViEC+Z1lHqHzU+IyVM0zHTh5cQHXI5Wv5e5JZ5GUBqYiWuc1ozDcX3+RUKipHVlQGF2UE6uK5q98C1YdWU9dFcNjLhu0t1CzTVLIu7HFA12wJYFrmRYfh5ZLA68jQRa+/mvM4qKjvsYSN7rrgfKk4078faOj5dnt7gsMTalkmd0bgQdcwUinrK6ms2RrixbVk8cozFg1FyqWiNtxX5jmmLuuq8L3MQah9tr6LwuaEz2IiIh//Z)

**Scott Ellefson**Fraud Consulting Manager

Signals to watch

4

- Liveness sessions with no camera or device-integrity attestation
- Repeated "camera error, restart" loops during capture
- Emulator or virtual-camera driver signatures while the integrated camera reads as active
- A clean, compliant video KYC that still ends in early payment default or fraud

Seeing this in your portfolio?

Talk to the Fraud Strategy team

07

07/12

Trend 07 · Scams & Social Engineering · BEC / Business

### AI-forged email threads are defeating the callback

"Call to confirm" is the control many still recommend for the highest-risk rails, like wires. It is now easy to defeat.

**Key targets**Credit unions, FinTechs, AP/AR teams, and vendor payment workflows.

What is it

Vendor-impersonation and BEC attacks now use generative AI at scale to fabricate entire email threads, complete with matching cloned-voice callbacks. When the "verify by phone" step lands on an attacker, the supplied number is answered by a high-quality AI voice with no human on the line at all.

Credit union and small-business advisories through 2026 keep warning that human-callback and email-confirmation checks are losing ground against this vector. With dark web LLMs and open-source models freely available, this is now a live problem, not a forecast.

Why it's on our radar

The recommended defense is being weaponized. A payment-change request can arrive with a flawless thread history and a convincing voice on the callback, and both can be machine-generated.

#### Both halves are machine-made

RE: Invoice 2214 · payment details Dana Reyes · Apex Supply Mar 3 Dana Reyes · Apex Supply May 19 Dana Reyes · Apex Supply Today Our bank details have changed for this invoice. Call 555-0142 to confirm. HISTORY: AI-FORGED the thread you receive, history included AI VOICE ANSWERS no human on the line you call the number to confirm

The payment-change email arrives with months of thread history attached, all of it fabricated. Call the number it supplies and a cloned AI voice confirms everything. Verify with a number you already have on file.

**The thread**fabricated end to end by generative AI, with months of fake history

**The voice**a cloned AI voice answers the attacker-supplied callback number

Signals to watch

4

- Any bank-detail or payment-instruction change, however polished
- Payee changes verified only through contact info supplied in the request itself
- Out-of-band mismatches: the number you know vs. the number they gave you
- A first large ACH or wire to a newly added vendor

Seeing this in your portfolio?

Talk to the Fraud Strategy team

08/12

Trend 08 · AI Attack Vector · Scamming Fraud Fighters

### Using fraud research to scam fraud fighters

You have read the articles about FraudGPT, XXXGPT, and WormGPT, the AI models built for fraud. One problem: two of the three are now scams, stealing money from the fraud fighters trying to research them.

**Key targets**Fraud fighters and security teams researching the tools being used against them.

What is it

You have likely read about the AI models custom-built without guardrails to help fraudsters and scammers, the famous ones being FraudGPT, XXXGPT, and WormGPT. Those articles lead fraud fighters and security teams to try the tools out, to learn how to stop them. The problem: they have been converted into scams that target you.

There are now over 1,000 websites, on the open web and the dark web, claiming to be these AI models. Pay for access and nothing happens. A whole industry has grown around one idea: use the popularity of fraud-tool research to steal from the researchers. The fake fronts even borrow the real tools' names for their web addresses.

Why it's on our radar

If you want hands-on access to fraud and scam tools so you can defend against them, be careful. Fraud fighters and security researchers are losing their own money to fraud while trying to reach a tool used to commit fraud. Every open-web site claiming to be one of these models is fake, and most are scams. Two of the three models have not been operational for the past year, and the third is hard to reach unless you know the dark web well.

Signals to watch

3

- ALL open-web sites claiming to be these models are 100% fake, and most are scams
- Two of the models have been dark for the last year; all three were always dark-web exclusive
- Known fake fronts trade on the real tools' names, right down to the domain

Seeing this in your portfolio?

Talk to the Fraud Strategy team

#### The flagship "fraud AI" models

2/3 now scams Converted into scams Dark-web only, hard to reach 1,000+ fake sites claiming to be them

Source: Point Predictive threat research, Q2 2026

#### The storefronts, as captured

Pricing pages from the two fake fronts, captured live in July 2026. Polished tiers, feature checklists, Buy Now buttons. Pay for access and nothing happens.

**Scam site**

![WormGPT pricing page selling access at $100 per month or $200 per year](data:image/png;base64,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**Scam site**

![FraudGPT pricing page selling access at $129 monthly, $259 quarterly, or $449 yearly](data:image/png;base64,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)

Captured from two live fake fronts. Both sites impersonate the real dark-web tools to take researchers' money. Domains withheld.

030303

Theme 03 of 03

## Malware, ATOs & Payments

Mobile and session malware built to do more than steal. It hides inside trusted devices and shuts down the response.

[**09**The annoyance-to-unsubscribe attack→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc9)[**10**TrickMo turns victim phones into "clean" exit nodes→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc10)[**11**The Puppet Master malware that waits→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc11)[**12**International Ghost Tap at scale→](https://landing.pointpredictive.com/fraud-risk-intelligence-q2-2026#ppq-tc12)

09/12

Trend 09 · Cyber-Fraud · Hiding in Plain Sight

### The annoyance-to-unsubscribe attack

Attackers found a use for your annoyance. They flood you with the same email until you reach for the unsubscribe link, and that link is the attack.

**Key targets**Anyone whose email address appears on a dark web list, which is more than 95% of all emails globally.

**0**copies of the same "marketing" email in a single day before you crack

What is it

First detected by Point Predictive in June 2026. Criminals use AI to build high-quality clones of real company email campaigns, then spam you with them many times a day from a lookalike address. The links are safe. Real products, real sales, real promotions. Click a product image and you land on the real website. Nothing bad happens.

Then, after the 21st identical marketing email that day, you click unsubscribe. That link carries a hidden malware redirect that drops a keylogger onto your device, capturing everything you type: passwords, credit cards, addresses, banking details.

Why it's on our radar

It rides on legitimate campaigns and real URLs, and it uses annoyance as the method. Irritated people forget to check the unsubscribe link. That combination is giving this attack the highest success rate we have seen in years, because it hides in plain sight.

**0**of all email addresses globally sit on a dark web list, the targeting pool

Signals to watch

3

- A rapid or daily jump in marketing volume from a brand that rarely emails you
- Legitimate-looking campaigns from addresses that do not match past marketing
- Copy the unsubscribe URL before clicking: a random string like dj29dj3m9d3hbg.net is the tell

Seeing this in your portfolio?

Talk to the Fraud Strategy team

#### The bait is the exit

INBOX 21 TODAY MEGA SALE · 40% OFF ENDS TONIGHT MEGA SALE · 40% OFF ENDS TONIGHT MEGA SALE · 40% OFF ENDS TONIGHT MEGA SALE · 40% OFF ENDS TONIGHT Unsubscribe the 21st identical email breaks you dj29dj3m9d3hbg.net KEYLOGGER captures everything you type the one bad link

Every product link in the barrage is real and safe. Only unsubscribe is armed, and the random-string domain behind it is the tell. With more than 95% of email addresses on dark web lists, nearly everyone is in the pool.

10

10/12

Trend 10 · Cyber-Fraud · Evasion

### TrickMo turns victim phones into "clean" exit nodes

Same real device, same IP, same city. Every signal your models trust checks out, and a fraudster is behind all of it.

**Key targets**Banks, credit unions, lenders, e-commerce, and exchanges that lean on device or IP as a key trust signal.

What is it

A TrickMo variant, first tracked by ThreatFabric and sold as malware-as-a-service, re-engineers a banking trojan into a managed foothold. A built-in SOCKS5 proxy turns the infected phone into a network exit node.

That gives the fraudster the ability to route their own session through the victim's actual device and IP address. IP-reputation and geolocation signals come back clean. In plain terms: the fraudster's activity flows through the account holder's real phone, and your system reads it as safe.

Why it's on our radar

This attacks the fraud-detection layer itself. The transaction originates from the customer's trusted device, network, and geography, which is exactly what many models, rules, and risk scores use to lower the risk on a login and its activity.

**Trusted device**the session really does come from the victim's own phone

**Trusted IP**home network and home city, all green across your risk signals

#### Every trust signal comes back green

the fraudster's session rides through it FRAUDSTER anywhere on earth TRICKMO · SOCKS5 the victim's phone, turned into an exit node YOUR BANK trusted device home IP and city

TrickMo's built-in SOCKS5 proxy turns the infected phone into an exit node. The fraudster's session leaves from the victim's real device, home IP, and home city, so the signals your models trust most come back green.

“

> TrickMo doesn't beat your fraud model. It dresses the fraudster in the victim's clothes. That's only visible when you're looking across a network or consortium, not inside a single portfolio.

![Bill Hall](data:image/jpeg;base64,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)

**Bill Hall, PhD**Chief Technology Officer & Chief of Staff

Signals to watch

4

- Trusted device and IP paired with brand-new behavioral biometrics
- Residential-proxy or exit-node indicators on a consumer line
- "Impossible" simultaneous sessions from one identity or device
- Internal-network reconnaissance coming from a consumer device

Seeing this in your portfolio?

Talk to the Fraud Strategy team

11

11/12

Trend 11 · Cyber-Fraud · Behavioral Evasion

### The Puppet Master malware that waits

This is a tricky one. The fraud operator waits and strikes mid-session, inside the real user's own genuine activity, like a puppet master.

**Key targets**Banks, credit unions, and online-banking customers.

What is it

Described in Barracuda's June 2026 analysis, this banking malware does not auto-fire. Disguised as a browser or security update, it lets a human operator watch a live banking session and pick the exact moment to act: capture the session, or take over mid-stream, like a puppet master working a toy puppet.

Because the takeover happens inside the customer's own normal session, the fraud blends into their real behavioral patterns and device signals. Detection gets very hard.

Why it's on our radar

Bot and behavioral models are tuned for machine-speed or out-of-pattern actions. A human striking mid-session from inside the real user's activity generates almost none of those tells. It looks like the victim, because in every technical sense, it is the victim's session.

#### It waits for the perfect moment

REMOTE OPERATOR watching, waiting login pays a bill checks balance operator takes over transfer out one genuine session, hijacked mid-stream

No auto-fire and no machine speed. A human operator watches the live session and strikes mid-stream, inside behavior that is genuinely the victim's.

**Human-driven**an operator watches live and picks the moment, no machine-speed tells

**Mid-session**the strike lands inside genuine logged-in activity, not at login

Signals to watch

4

- High-value actions right after a "software / security update"
- Subtle mid-session shifts in cadence or navigation behavior
- Session-hijack indicators with no new-device event or signal
- A legitimate login followed by out-of-character movement in the same session

Seeing this in your portfolio?

Talk to the Fraud Strategy team

12/12

Trend 12 · Cyber-Fraud · Fraud-as-a-Service

### International Ghost Tap: global remote contactless fraud

Card-present transactions in California, Texas, and New York are now being run from China, at scale.

**Key targets**Card issuers, mobile wallets, and POS acquirers, with credit unions becoming the highest-prized target.

What is it

A Chinese-language fraud-as-a-service ecosystem supplying NFC-relay "Ghost Tap" malware has gone international. One single fraudster alone was found running more than 21,000 subscribers, each one a compromised card.

Victims are socially engineered into linking a card to their phone or tapping it against the device. The phone then impersonates the card and relays it in real time to a mule's device at a physical terminal, often in another country. The malware behind this has scaled 13X since it was first discussed, with coverage expected to keep growing through Q3 and Q4 2026.

Why it's on our radar

We knew this vector existed. What caught us off guard is how fast it scaled. Physical proximity no longer protects a card: transactions clear as card-present while well-funded operations in China reach tens of thousands of victim cards per attacker.

Signals to watch

4

- Card-present taps with physically impossible geolocation or velocity
- Contactless-MSD entry mode on an EMV-capable card
- One card reused across distant terminals within minutes; impossible-travel rules matter here
- Wallet provisioning immediately before a high-velocity spend burst

Seeing this in your portfolio?

Talk to the Fraud Strategy team

#### Ghost Tap has scaled 13X in under a year

1X 21,000+ buyers First U.S. arrests 7th malware family 13X Aug '24 Jan '25 Aug '25 Today

Indexed to the first NGate malware report, Aug 2024. One fraudster alone ran a 21,000+ compromised-card channel. Seven separate malware families hit the market between Aug 2024 and Aug 2025.

**0**compromised cards ("subscribers") run by a single fraudster

Looking ahead

## Signals to watch in Q3

Four things we're tracking for next quarter. All four are gathering speed.

Signal 01

### Trusted-agent spoofing

Impersonation of legitimate AI crawlers and shopping agents. Spoofed agent identities are already generating millions of requests against major platforms.

Signal 02

### Off-hours instant-payment raids

FedNow and RTP attacks timed to nights and weekends, when staffing is thin and the reversal window is effectively zero.

Signal 03

### Deepfake job candidates

Synthetic applicants, including state-linked IT-worker infiltration, are now passing video interviews to gain insider access to systems and data like source code and PII.

Signal 04

### Gamified mule rings

AI-built apps that gamify the recruitment of payment mules, surfacing as clusters of short-lived accounts, are on the rise.

How Point Predictive helps

## Seeing the fraud no single institution can

Every vector in this report succeeds only while it stays invisible to any one institution. A consortium of 650+ lenders sees the linked identities, repeat devices, and coordinated rings that no single portfolio can.

**0**Consortium institutions

**0**2026 auto fraud exposure

**<3s**Real-time decisioning

Talk to the Fraud Strategy team

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Matt Vega

Chief Fraud Strategist, Point Predictive

![Point Predictive](data:image/png;base64,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) Fraud Risk Intelligence · Q2 2026 · Matt Vega, Chief Fraud Strategist pointpredictive.com

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Q2 2026 Fraud Risk Intelligence

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