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09/19/2023
Adversarial Attacks Against Uncertainty Quantification
Machine-learning models can be fooled by adversarial examples, i.e., car...
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08/09/2022
Robust Machine Learning for Malware Detection over Time
The presence and persistence of Android malware is an on-going threat th...
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03/07/2022
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches
Adversarial patches are optimized contiguous pixel blocks in an input im...
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07/07/2020