We will break this section down into two major sub-sections:
- Building a model for an authentication validity check
- Hosting the custom authentication validation model
Let's begin with the first section.
A custom model for authenticating users
Building a model for an authentication validity check
In this section, we will build the model that determines whether any user is performing a regular or an anomalous login:
- We begin by importing the requisite modules, as shown here:
import sys
import os
import json
import pandas
import numpy
from keras.models import Sequential
from keras.layers import LSTM, Dense, Dropout
from keras.layers.embeddings import Embedding
from keras.preprocessing import sequence
from keras.preprocessing...