Patchdrivenet | Newest

The input image (e.g., 2048x2048) is immediately reduced to a 256x256 "ghost view" via adaptive average pooling. This 256x256 tensor is fed into a lightweight backbone (like MobileNetV3 or EfficientNet-Lite).

When the camera registers the patch, it confuses the neural network's internal processing layers. For instance, in attacks on networks like DriveNet, the patch is frequently designed to trick the system into thinking it is following a curb or a specific edge, thereby forcing the vehicle to steer off course. The Threat: Feasibility and Real-World Danger patchdrivenet

The PatchDriveNet architecture consists of several key components: The input image (e