Can a Robot Do Everything Right and Still Be Unsafe?
What a conversation between Boston Dynamics and VicOne reveals about how manipulated information can turn expected robot operation into an unsafe outcome
Physical AI Cybersecurity
Why Cybersecurity Is Essential to Safety Assurance for Physical AI
Physical AI can become unsafe even without experiencing conventional failures. Safety assurance must account for cyber manipulation of the inputs, models, commands, and systems that shape robot behavior.
AI Agents Can Shape the Physical World. We Can Secure Their Actions.
VicOne supports NVIDIA's Open Agent Safety Platform, extending the focus from secure AI agent decisions to the real-world actions of vehicles and robots.
How Physical AI Challenges Traditional Security Assumptions for Autonomous Systems
Physical AI changes OT security assumptions, making behavioral verification essential when an air gap is not practical and response time is limited.
From Perception to Action: What GB/T 45502-2025 Signals for Service Robot Security
China's GB/T 45502-2025 establishes information security requirements for service robots and their supporting systems. Learn what it means for cybersecurity across the robot lifecycle.
When Cyber Risk Becomes Physical: What the EU Cyber Resilience Act Means for Connected Machines and Physical AI
The EU Cyber Resilience Act sets mandatory cybersecurity requirements for connected and AI-enabled products. Here’s what manufacturers need to know about SBOMs, vulnerability management, and CRA readiness.
When AI Moves: Why the EU Machinery Regulation Matters for Physical AI Security
The EU Machinery Regulation applies from January 20, 2027. For robots and software-defined machines, cybersecurity is now part of the safety lifecycle.
Why prEN 40000-1-4 Matters Now for the Robotics Industry
prEN 40000-1-4 is already shaping CRA compliance for robotics. Understand the strategic implications, the no-regret actions to take now, and how to reduce compliance risk.
Humanoid Robots Are Reaching the Tarmac: Why Simulation Validation Matters for Physical AI Security
Humanoid robots are entering open environments like Haneda Airport. Learn why simulation-phase adversarial testing is the critical security intervention point for physical AI.
How Robot AI Model Poisoning Turns Firmware Supply Chain Attacks Into Physical Safety Risks
Robot AI model poisoning can embed hidden backdoors that standard OT monitoring cannot detect. VicOne LAB R7 maps how supply chain attacks reach physical robots.
Defending the Robotic Brain: A New Era of AI Security
When a robot's neural core becomes the target, the consequence is no longer data breach. It is physical harm in the real world.