# Tarda - An Intrusion Detection System Library
Tarda is a library for the collection of Intrusion Detection Systems (IDS) and robust-IDS, along with tools for evaluating them.
## Installation
You can install Tarda using pip:
```bash
pip install tarda
# Import the Tarda library
from tarda import AwesomeIDS
# Create an instance of the AwesomeIDS class
model = AwesomeIDS()
# Example: Parsing data from a pcap file
model.parse("path/to/your/file.pcap", "output/file.csv", save_netstat="output/netstat.pkl")
# Example: Training the model
train_params = {
"path": "output/file.csv",
"packet_limit": 20000,
"maxAE": 10,
"FMgrace": 16000,
"ADgrace": 4000,
"model_path": "output/kitsune.pkl",
"normalize": True
}
model.train_model(train_params)
# Example: Testing the model
benign_pos, _ = model.test_model("output/file.csv", "output/kitsune.pkl", threshold=None, out_image="output/benign.png", record_scores=True)
Change Log
==========
0.0.1 (16/04/2023)
------------------
- Initialization
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