titli 0.0.9

A library for collection of IDS and tools for evaluating them

Titli

Artificial Intelligence based Intrusion Detection Systems

Installation

pip install titli

Usage

• Step 1: Copy the examples/train_ids.py and examples/test_ids.py file from the repo to your local machine.
• Step 2: Run both the files to train and test the Kitsune IDS respectively.

Todo (Developer Tasks)

• Check if RMSE is used for loss or just the difference.
• Put Kitsune code into the base IDS format.
• Write code to evaluate the model and calculate all the metrics.

TODO New:

• Resolve BaseSKLearn class infer function's TODO

• Make fit and predict function as private by putting "_" in the starting

• Similar to PyTorch, define call function for SkLearn models too

• Write where the model is saved in the print statement!