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MemStream: Memory-Based Streaming Anomaly Detection

License: Apache License 2.0

Python 100.00%

streaming real-time anomaly-detection multi-aspect-record intrusion-dectection memory-based concept-drift fraud-detection denial-of-service

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zeta1999 shivin9 web3verse bhatiasiddharth stjordanis jingmouren trendingtechnology algoskynet liujie40 anouar-bouchal futtery abhishekjallawaram skpalu harishgovardhandamodar wangchz13 zhoup150344

memstream's Issues

Denoising Encoder

The encoder used in the implementation is difference than in the paper. The paper mentioned using a neural network with relu activation. I don't see that anywhere in the code.

Dataset of problem

Hello, could you please tell me the 'nsllabel.txt' in the lfile = '../data/nsllabel.txt', Is it directly obtained from the NSL-KDD dataset?

Running Code in Jupiter Notebook

Hey,

i tried implementing it in a Jupiter Notebook. It does not really work, because of some problem with the argparse. Is there a workaround without the argparse? My input data is in a pandas dataframe.

Cheers
Chris

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