4 datasets found

CrypTFlow2: Practical 2-Party Secure Inference

The pNML scheme outperforms the ERM in the accuracy and log-loss sense, it is more robust for noisy trainset and has better performance for adversarial samples.

Supervised learning of deep neural networks heavily relies on large-scale datasets annotated by high-quality labels. In contrast, mislabeled samples can significantly degrade...

The dataset used in the paper is not explicitly described, but it is mentioned that the authors conducted experiments on various vision tasks, including image classification,...