Query Attack by Multi-Identity Surrogates
QueryNet is a attack framework that reduces queries by averagely about an order of magnitude compared to alternatives within an acceptable time, according to comprehensive experiments 11 victims on MNIST/CIFAR10/ImageNet, allowing only 8-bit image queries, and no access to the victim’s training data.
Mar 12, 2023