Sponge Weight Poisoning: Increasing Energy Consumption of Deep Neural Networks by Directly Altering Model Parameters

The SpongeNet attack directly alters the parameters of pre-trained deep neural network models to increase their energy consumption during inference, without significantly affecting the model's accuracy.