MobileProbe: Adaptive Security Evaluation of Mobile Agents via Trajectory-Aware Injection

# MobileProbe: Adaptive Security Evaluation of Mobile Agents via Trajectory-Aware Injection

https://gcdradar.vercel.app/incidents/mobileprobe-adaptive-security-evaluation-of-mobile-agents-vi · AIR-2026-1962 · live

- Lane: Research
- Severity: 1 (Research / proof of concept): Demonstrated research attack with no known real-world exploitation.
- Fix status: Fix status unknown
- First reported: 2026-11-13
- AI role: Attack on AI

## Summary

Researchers proposed MobileProbe to evaluate environmental injection attacks where malicious instructions are embedded into ordinary UI content to redirect mobile GUI agents. The approach addresses limitations of fixed-step benchmark payloads.

## What to do

No action recorded; read the sources below and the vendor's advisory.

## Latest updates

- 2026-11-13: MobileProbe: Adaptive Security Evaluation of Mobile Agents via Trajectory-Aware Injection (https://arxiv.org/abs/2611.16693)

## Sources

- 2026-11-13 arXiv: MobileProbe: Adaptive Security Evaluation of Mobile Agents via Trajectory-Aware Injection https://arxiv.org/abs/2611.16693

Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.