Innovative Defense Solutions

Pioneering research and development in autonomous driving perception safety and robustness verification for advanced technology.

A person's hand holds the steering wheel inside a Tesla car with a marina and boats visible through the windshield. The dashboard displays various controls and multimedia options.
A person's hand holds the steering wheel inside a Tesla car with a marina and boats visible through the windshield. The dashboard displays various controls and multimedia options.
A shiny red minivan navigates a driving course marked by two bright orange cones on an asphalt surface. The vehicle displays modern styling with sleek headlights and a prominent front grille. Trees and a fence are visible in the background under a cloudy sky.
A shiny red minivan navigates a driving course marked by two bright orange cones on an asphalt surface. The vehicle displays modern styling with sleek headlights and a prominent front grille. Trees and a fence are visible in the background under a cloudy sky.

Autonomous Defense

Research on autonomous driving perception system safety and robustness.

A hand is resting on the steering wheel of a car, featuring a logo. The dashboard includes a touchscreen display showing various colorful apps, and the speedometer is visible with a reading of 0 km/h. A key is inserted in the ignition, and the background outside the car shows a blurred cityscape.
A hand is resting on the steering wheel of a car, featuring a logo. The dashboard includes a touchscreen display showing various colorful apps, and the speedometer is visible with a reading of 0 km/h. A key is inserted in the ignition, and the background outside the car shows a blurred cityscape.
Algorithm Design

Adaptive defense algorithms are designed using adversarial training techniques for enhanced robustness in perception systems.

A person is sitting in the driver's seat of a car, holding the steering wheel with one hand. The interior of the vehicle includes a dashboard with visible controls and a mounted screen. The surroundings outside the window appear to be blurred, indicating motion or focus on the interior.
A person is sitting in the driver's seat of a car, holding the steering wheel with one hand. The interior of the vehicle includes a dashboard with visible controls and a mounted screen. The surroundings outside the window appear to be blurred, indicating motion or focus on the interior.
Standards Development

Establishing multi-level verification standards for model, data, and system robustness in autonomous driving applications.

Safety

Ensuring robust defense for autonomous driving systems.

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