AI in APK Analysis: Ask the Report, Triage in Chat
Droidwatch uses AI in two places: an assistant that explains a finished report, and a skill that runs APK triage from your AI chat. Neither sets the verdict.
Technical analysis of Android malware families, threat intelligence, and platform updates from the Droidwatch research team.
Droidwatch uses AI in two places: an assistant that explains a finished report, and a skill that runs APK triage from your AI chat. Neither sets the verdict.
How Android has restricted overlay windows from version 6 to 14, what banking trojans do instead, and the controls a banking app can apply on its own screens.
What static and dynamic analysis each prove about a suspicious APK, where each one stops, and how to decide when running the sample adds real evidence.
The OWASP mobile standards grade security controls, not intent. Understanding that distinction is what separates a useful report from a misleading one.
A six-step static triage workflow for classifying an unknown Android application, extracting actionable indicators and deciding what to escalate.
A package name found in Settings, an MDM alert or a report proves nothing on its own. Five checks that establish what an unknown Android package actually is.
Overlay, accessibility abuse, SMS interception and staged delivery: the four capabilities behind most Android banking fraud, and how each appears.
Where a mobile security scan belongs in the pipeline, which verdicts should fail a build, and how to handle the failures without the team disabling the gate.
A section-by-section walkthrough of the Droidwatch static analysis pipeline, the report it produces, and the boundaries of static analysis.
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