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RatHat Abuses Android Wireless Debugging to Gain Shell Access and Steal Banking PINs

New Android banking trojan RatHat abuses Wireless Debugging to gain shell access and steals banking PINs and OTPs via raw touch capture.

Zimperium and zLabs analyzed RatHat, an Android banking malware linked to China-based actors that chains Accessibility abuse and Wireless Debugging to obtain a local ADB shell without a host computer. Masqueraded Go binaries in /data/local/tmp provide persistence and an FRP reverse tunnel, while a getevent-based collector maps touch coordinates to PIN pads and pattern locks using locateValues.json layouts. It targets banking, crypto, WeChat and Alipay apps through smishing, malicious ads, and HTML overlays, and serializes the accessibility tree for a generative AI assistant to automate on-screen actions. Layered anti-analysis includes malformed DEX, a padded manifest, and debugger, Frida, and emulator checks.

GBHackersupdated · 11m agofirst · 5h agoMalware in the wild 3 sources

When Agents See Differently: Exposing UI Desynchronization Threats in Mobile Agents

Researchers expose 'human-agent UI desynchronization' attacks where repackaged APKs invisibly mislead mobile AI agents into attacker-chosen actions.

The paper introduces human-agent UI desynchronization: agents ingest digital screenshots and accessibility metadata that reveal content human users cannot perceive due to occlusion and luminance-contrast limits. An automated framework embeds perturbations into repackaged APK clones that steer mobile agents toward attacker-designated actions without access to runtime user instructions or online adaptation. Evaluations across five mobile-agent frameworks and three backbone models on 546 tasks achieved average misleading rates of 77.9% and 66.9%. A questionnaire study with 186 participants found the visual perturbations difficult for humans to notice.

arXiv cs.CR · 2d agoAI safety & security

New Android Malware Steals Banking PINs and Reinstalls Itself After Users Delete It

Zimperium identified RatHat, an Android banking trojan capturing PINs via overlays and abusing Wireless Debugging to reinstall itself after removal.

Zimperium zLabs identified RatHat, an Android banking trojan delivered via smishing, malvertising, and third-party forums, linked to actors apparently operating in China. After abusing Accessibility permissions to enable Wireless Debugging and pair with local ADB for shell access, it installs a Go-based local agent and a Fast Reverse Proxy client in system directories. It uses fake overlays to steal banking, crypto, and payment credentials, intercepts SMS one-time codes, sends screen maps to a generative AI assistant for adaptive automation, and reinstalls itself via /data/local/tmp/app.apk after uninstall.

Cyber Security Newsupdated · 11m agofirst · 4h agoMalware in the wild 3 sources

Flock cameras are riddled with security vulnerabilities and hardcoded creds

Leaked Flock ALPR camera firmware reveals EOL Android 8.1, a 2017 Linux kernel, and hardcoded API keys granting access to production credentials.

DDoSecrets published filesystem images from an in-use Flock ALPR camera, obtained by the hacker collective stegan0gram and investigated by 404 Media and Wired. Micah Lee's analysis shows the camera runs Android 8.1 with a security patch level of 2018-06-05 and Linux kernel 3.18.71, missing roughly eight years of Android fixes. The firmware exposes a hardcoded API key for Flock's hpnotiq backend that can retrieve Auth0 client credentials for any camera by MAC address, with credentials stored in plaintext. Likely unpatched flaws include CVE-2021-1905 (Qualcomm Adreno use-after-free) and CVE-2018-9568 (WrongZone kernel socket type confusion); Flock says it received no reports via its disclosure policy.

Hacker News · securityupdated · 3h agofirst · 14h agoVulnerability 4 sourcesHN 35↑ · 3 commentsCVE-2021-1905CVE-2018-9568

New Chinese-Made ‘RatHat’ Android Malware Leverages AI to Steal Financial Datanew

Zimperium details RatHat, a new Android banking trojan using a generative AI engine to automate credential and OTP theft.

Zimperium's zLabs identified RatHat, an Android malware delivered as fake APKs via malvertising, smishing and third-party forums, and published its analysis on September 16. Its three-part architecture combines a malicious app, a Go agent (liblocal-service.so) running privileged commands through the ADB shell, and an FRP client (libmedia_codec.so) maintaining a reverse tunnel to the C2. The app harvests banking credentials, notifications, 2FA codes and OTPs and captures screens and inputs, while a dropper abuses SessionInstaller APIs to bypass Android's restricted settings behind four anti-analysis and one anti-debug layers. Notably, RatHat serializes the Accessibility tree to XML and queries a generative AI assistant, likely Google's Gemini, in Mandarin to resolve click coordinates and navigation commands.

Infosecurity Magazine · 11m agoMalware in the wild 3 sources

The sexy AI-powered dating app scams are here

Anthropic exposed a network of roughly 28 AI-driven dating apps using autonomous personas and gig workers to defraud paying users.

Anthropic threat intelligence uncovered a fraud network of around 28 dating apps after a prepaid account sent over 100,000 Claude API requests daily, with most chats run by autonomous AI personas and no human agent. Researchers Matthew Gore-Kormanik and Anthropic's Chris Cronbaugh documented apps including Dora, Romi, and Doni, which monetize conversations via coins; gig workers were hired only to pass liveness checks and select pregenerated replies. An operations manual written in Chinese was found inside the Doni app, and Anthropic published findings in its September 2026 AI misuse report.

The Verge · AI · 22h agoPhishing & fraud in the wild