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Detecting dataset poisoning attacks independent of a learning algorithm
Detecting dataset poisoning attacks independent of a learning algorithm
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机译:检测与学习算法无关的数据集中毒攻击
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摘要
Methods an systems to classify a training dataset of network data as a poisoned training dataset based on a first dataset-level classifier, identify and remove poison samples of the poisoned training dataset based on a sample-level classifier to produce a non-poisoned dataset, training a machine-based model to analyze network traffic based on the modified non-poisoned dataset, and analyze network traffic with the machine-based model.
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