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keras lstm rnn to perform binary classification on request logs.

As explained in Detecting Malicious Requests Using Keras & Tensorflow

python train.py [path to access.csv]

Training will split dataset into 75% train and 25% evaluation subsets. Model and metadata are saved upon completion.

python predict.py [request log entry]

Loads saved model created from training to output confidence on given request entry.

Requirements:

  • keras @ 2.0.5
  • h5py

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