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Red Team Workflow: Design Document 1. Motivation MobileCybench evaluates whether AI agents can autonomously discover and exploit real vulnerabilities in Android applications. The agent gets access to a target app's source code, a running emulator, and a Kali Linux container — then must find a vulnerability and produce a working proof-of-concept exploit. The existing evaluation modes use a single, broad threat model: the agent has full ADB access and writes an exploit.sh shell script. This confl

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