Tech
Your Robot’s Safety Functions Already Work. What If the Input Lies?
Publication: IEEE Spectrum
Author: VicOne
Source published: 27/10/2026, 16:14:39 UTC
Briefing created: 27/10/2026, 16:59:38 UTC
Based on a feed excerpt; full article content has not been acquired. Source evidence retrieved 27/10/2026, 16:58:24 UTC.
Briefings
VicOne LAB R7 researchers tested how untrusted inputs can override robot safety functions. Tests showed that text on a poster could change a robot dog's movement, and crafted audio could alter a humanoid's simulated behavior. A separate bug bounty event demonstrated a robot moving despite a safe-control setting. These findings highlight that deliberate manipulation can bypass safety assumptions designed for accidental faults.
Key points
- Text on a poster was treated as an instruction, causing a robot dog to change movement in a VicOne LAB R7 test.
- Crafted audio that was inaudible to humans altered a humanoid's simulated behavior in a hospital-service-robot simulation using Nemotron.
Context
VicOne LAB R7 examines how manipulated inputs can change robot behavior, contrasting accidental faults with deliberate cyber attacks. Research shows visual and audio inputs can interfere with intended tasks, while a bug bounty event demonstrated a robot moving despite a safe-control setting.
Limitations
Tests used simulated environments and specific models (Gemma 4 E4B, Nemotron). The humanoid fall attack was not demonstrated, and the specific impact of manipulated inputs on safety limits remains under investigation.
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