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Robotics & Physical AI5 min read

VicOne LAB R7 finds manipulated inputs can bypass robot safety systems

VicOne LAB R7 tested how false or crafted inputs—like text on a poster or inaudible audio—can alter robot behavior despite safety protocols. In one test, a robot-dog treated a poster’s text as an instruction, changing its movement. Another simulation using Nemotron on NVIDIA Jetson AGX Orin showed crafted audio altering a hospital-service robot’s behavior. Even independent protective systems may…

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Key points

  • VicOne LAB R7 demonstrated how crafted text or audio can alter robot behavior despite safety rules
  • Manipulated inputs bypassed protective systems when they shared the same faulty data source
  • New standards like China’s GB/T 45502-2025 and EU Machinery Regulation require testing against deliberate attacks

The research highlights gaps in current safety assessments, which often assume faults are accidental rather than deliberate. For example, a ROS 2/DDS message injected into a stationary robot triggered movement, and acoustic attacks could distort gyroscope readings in humanoid balance controllers. VicOne warns that cyber threats require reassessing risk models, testing sensor redundancy, and validating safeguards against adversarial inputs. The lab’s tools—Radeis for pre-deployment validation and Rthena for operational monitoring—help teams address these risks across a robot’s lifecycle.

Full story from The Robot Report · by Sponsored ContentOpen source ↗

Your Robot’s Safety Functions Already Work. What If the Input Lies?

The Robot Report · 1 October 2026

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This text was published by The Robot Report and written by Sponsored Content. It is reproduced here with attribution so you can read it in full; the rights remain with the publisher. Read it at the source ↗

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