Abstract: This paper demonstrates the fundamental vulnerability of networked linear control systems to perfectly undetectable false data injection attacks (FDIAs) based on affine transformations. The ...

In this third video of our Transformer series, we’re diving deep into the concept of Linear Transformations in Self Attention. Linear Transformation is fundamental in Self Attention Mechanism, shaping ...

The mathematics behind artificial intelligence (AI) and machine learning (ML) rely on linear algebra, calculus, probability, and statistics. These provide the foundation for developing the needed ...

While the affine matrix is often not used in the training of a model, there are certain cases in which it might be. For example, if we want to train a model which is conditional on the voxel spacing, ...

I have been examining the source code of the data augmentation in YOLOv5, which utilizes mosaic and affine transformations. The mosaic method concatenates four images into a single image. In the ...

Can you chip in? The Internet Archive is a nonprofit fighting for universal access to quality information. We build and maintain all our own systems, but we don’t charge for access, sell user ...