LiDan456 / MAD-GANs

Applied generative adversarial networks (GANs) to do anomaly detection for time series data
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Problems with providing sample data for kdd #22

Open byew opened 2 years ago

byew commented 2 years ago

First question: The data obtained in the official kdd has 42 columns, and there are 38 columns except [tcp, http, SF, normal]. [0,tcp,http,SF,215,45076,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0.00 ,0.00,0.00,0.00,1.00,0.00,0.00,0,0,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal. ] But the same one, there are only 35 columns in the sample data you provided: [0,215,45076,0,0,0,0,0,1,0,0,0,0,0,0,0,0 ,0,0,1,1,0.00,0.00,0.00,0.00,1.00,0.00,0.00,0,0,0.00,0.00,0.00,0.00,0.00] image

Second question: In the sample data, the label is obtained as the last column of each row of data. All [0], what's the point of training? It may also be the reason why I didn't read the paper, I understand it too well. image