Benchmark Radar
AI BENCHMARK PROFILE

MobileWorldSafety

Consumer & ProductivityCybersecurityAgents

MobileWorldSafety evaluates GUI agents' safety against environmental injection attacks in Android apps. It includes 142 risk tasks on real applications, with programmatically verifiable risk indicators and a two-stage pipeline for verification.

Released
2026-08-18
Readiness
Runnable
Primary field
Consumer & Productivity

Why it matters

Provides a quantitative measure of GUI agent vulnerability to injection attacks, enabling comparison across agents and supporting development of safer mobile agents.

Motivation

LLM-powered GUI agents that autonomously operate smartphones are rapidly transitioning from research prototypes to early real-world deployment.

Primary resources

Benchmark Radar records only publicly supported details and links back to primary sources for verification.