I wonder how secure new nvidia "security" features like MIG actually are. With people running real-time audio/video transcoders on GPUs for multiple connections, I wonder whether it is possible particularly crafted video connections to leak the video of other channels being processed by the same GPU.

Even if one were to encrypt all connections, these will probably need to be decrypted on the GPU for processing.