Proactively identify and remediate safety-critical vulnerabilities in AI-powered physical systems before they lead to operational failure or malicious control.
Services
Physical AI and Robotics Security Red Teaming
Adversarial testing of AI systems integrated with physical hardware—such as industrial robots, drones, and autonomous vehicles—to identify vulnerabilities that could lead to safety-critical failures or malicious control.
ADVERSARIAL DEFENSE
Physical AI and Robotics Security Red Teaming
Your autonomous warehouse robot, inspection drone, or robotic arm is only as secure as its most exploitable AI component. We conduct adversarial security testing to find and fix these vulnerabilities.
Our red teaming uncovers risks that traditional IT security misses, including:
- Sensor spoofing and adversarial perturbations that trick computer vision.
- Goal hijacking and trajectory manipulation in autonomous agents.
- Data poisoning attacks on reinforcement learning models.
- Hardware-software integration flaws that allow physical takeover.
We employ frameworks like MITRE ATLAS to simulate real-world attack chains, providing actionable reports with prioritized remediation steps. This ensures your physical AI systems meet safety-critical standards and are resilient against novel threats.
This service is a core component of our broader AI Red Teaming and Adversarial Defense practice, and is often paired with our Physical AI and Industrial Robotics Integration development work to build secure systems from the ground up.