Fast Robustness Prediction for Deep Neural Network
Proceedings of the 11th Asia-Pacific Symposium on Internetware, pp. 112019.
Deep Neural Networks Prediction Robustness
Deep neural networks (DNNs) have achieved impressive performance in many difficult tasks. However, DNN models are essentially uninterpretable to humans, and unfortunately prone to adversarial attacks, which hinders their adoption in security and safety-critical scenarios. The robustness of a DNN model, which measures its stableness agains...More
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