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RatHat Android malware analysis with AI-assisted UI automation and anti-analysis layers

Technical Analysis
First reported
Last updated
Happening score
H score 26
3 unique sources, 5 articles

Summary

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RatHat is an Android banking trojan whose C2 panels changed more than the implant itself, with Cleafy reporting a rebrand from BlackCat to Panda Workshop and panel features to build, sign, publish, and regenerate malware. The latest panel used Gemini to rank victims by bank balance and guide taps on unfamiliar Android screens, while campaigns ran across Europe, Latin America and Southeast Asia and the MaaS activity included nearly 100 deployments since April 2026. Cleafy also said operators could use wireless debugging to launch a Go service with shell-level control that can persist until reboot, even if the malicious app is removed.

Related Happenings

RatHat Android credential-theft malware

Malware Activity
H score27 First: 17.09.2026 16:00 Last: 17.09.2026 16:00 Sources 1

How related: Cybersecurity researchers have flagged a new Android malware called RatHat that's assessed to be operated by China-based threat actors and features an artificial intelligence (AI)-powered system to navigate and control compromised devices.

About this happening: RatHat is an Android malware activity that Zimperium linked to China-based threat actors and that targets banking credentials, 2FA/OTP data, notifications,...

Latest development: 29.09.2026 17:30

Cleafy reported that RatHat's command-and-control panels were rebranded from BlackCat to Panda Workshop, went through three generations in six months, and could build, sign, publish, and regenerate Android samples from the operator console. The latest panel added 2FA, a phishing download-page builder, role-based access, and Gemini-based victim scoring, while nearly 100 deployments since April 2026 across Europe, Latin America and Southeast Asia pointed to a malware-as-a-service model.

RatHat smishing-malvertising Android APK distribution campaign

Campaign
H score36 First: 17.09.2026 16:00 Last: 17.09.2026 16:00 Sources 1

How related: RatHat is primarily distributed through deceptive phishing sites promoted via malvertising, SMS phishing (smishing) campaigns and third-party forums.

About this happening: RatHat is a newly disclosed Android malware campaign linked to China-based threat actors that spreads through malvertising, SMS phishing, and deceptive phishin...

Mantax Otax Android malware activity

Malware Activity
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Hagaseca Android RAT spread via THost9 loader and ADB worm behavior

Malware Activity
H score19 First: 10.09.2026 17:36 Last: 10.09.2026 17:36 Sources 1

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MantaxOtax Android malware with ransomware and spyware control

Malware Activity
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Timeline

  1. 17.09.2026 16:00 6 articles · 13d ago

    Zimperium analyzes RatHat Android malware with AI-assisted UI automation

    Technical Analysis Update

    Zimperium’s zLabs identified RatHat, a new Android malware strain linked to China-based threat actors that steals banking credentials, notifications, 2FA/OTP data, and screen or input content. The sample uses a generative AI user interface-automation engine, serializes the target device’s live Accessibility tree to XML, and appears to use Google’s Gemini AI models for operator-controlled navigation and clicks while relying on four anti-analysis layers and one anti-debug layer, plus a dropper with two encrypted assets and SessionInstaller API abuse.

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