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06/17/2020
Adversarial Defense by Latent Style Transformations
Machine learning models have demonstrated vulnerability to adversarial a...
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02/03/2020
Defending Adversarial Attacks via Semantic Feature Manipulation
Machine learning models have demonstrated vulnerability to adversarial a...
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01/18/2020
OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning
Anomaly detection aims to recognize samples with anomalous and unusual p...
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01/10/2020
Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models
Transfer learning, that transfer the learned knowledge of pre-trained Te...
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01/06/2020
Generating Semantic Adversarial Examples via Feature Manipulation
The vulnerability of deep neural networks to adversarial attacks has bee...
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05/22/2017