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MUwS, PHA, vulnerabilities: A walk through on what not to do

Talkat droidcon SF 2019 · 2019-11-18..11-19· [security, android]
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Google Play Protect processes ~1.2M APKs with over 1 billion device scans per day using ~30,000 CPUs, extracting static (manifests, strings, images) and dynamic signals (network calls, file access, permission use, native SO loading) to score apps. Common automatic flags come from 80% third‑party SDK code in APKs, vague or post‑fact billing/disclosure (silent premium SMS charges), crypto‑mining or proxy monetization, and even dead code that contains rooting or SELinux‑disabling routines — presence, not just execution, triggers warnings or blocks.

AI-written summary · about

  1. 0:00Introduction to talk
  2. 1:38Google Play Protect pipeline
  3. 13:07PHA and MOS categories
  4. 27:22Common pitfalls for developers
  5. 35:18Monetization risks
  6. 38:29Dead code and vulnerabilities
  7. 39:31Concluding remarks
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