# RoboFake: Can Deepfake Detectors Recognize Humanoid Face Robots?

- Source: arXiv cs.RO
- Published: 2026-10-21T04:00:00.000Z
- RoboHot: https://robohot.news/en/items/s785wimxm8fm7z48yticnrrin
- Original: https://arxiv.org/abs/2610.14269

## Summary

The RoboFake paper proposes using a real humanoid face robot with synchronized lip movements and expressions, combined with generated speech, to create a new type of presentation attack with no pixel editing, and tests three public presentation attack detection (PAD) models and six deepfake detectors.