AI Scraping in Mobile Apps: How It Works and How to Stop It

This article explains the shift of scraping from web to mobile apps, detailing how attackers extract API details from Android apps, instrument runtimes to bypass defenses, and automate authenticated API replay to harvest structured data while evading server-side bot detection. It argues that authentication alone cannot prevent scraping without a cryptographic proof of app authenticity, and recommends a zero-trust approach—runtime integrity verification, tamper and instrumentation detection, per-session cryptographic attestation, and server-side validation—to deny data access by default, especially against AI-driven scraping.