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.
- keras @ 2.0.5