基于深度学习和机器学习的入侵检测系统.zip

# Intrusion Detection Systems ## How to run the code? ### For **Classical Machine Learning** * Run `all.py` [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/blob/master/all.py) ### For **Deep Neural Network (100 iterations)** * Run `dnn1.py` for 1-hidden layer network and run `dnn1acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn) * Run `dnn2.py` for 2-hidden layer network and run `dnn2acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn) * Run `dnn3.py` for 3-hidden layer network and run `dnn3acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn) * Run `dnn4.py` for 4-hidden layer network and run `dnn4acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn) * Run `dnn5.py` for 5-hidden layer network and run `dnn5acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn) ### For **Deep Neural Network (1000 iterations)** * Run `dnn1.py` for 1-hidden layer network and run `dnn1acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn1000) * Run `dnn2.py` for 2-hidden layer network and run `dnn2acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn1000) * Run `dnn3.py` for 3-hidden layer network and run `dnn3acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn1000) * Run `dnn4.py` for 4-hidden layer network and run `dnn4acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn1000) * Run `dnn5.py` for 5-hidden layer network and run `dnn5acc.py` for finding it's accuracy. [[Link]](https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/tree/master/dnn1000)