GitHub - KRDecadeZero/csproject

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
CNN_Ray.ipynb		CNN_Ray.ipynb
ECC_validation.ipynb		ECC_validation.ipynb
IDS.ipynb		IDS.ipynb
LWE.ipynb		LWE.ipynb
MLP_Ray.ipynb		MLP_Ray.ipynb
Preprocess.ipynb		Preprocess.ipynb
RSA.ipynb		RSA.ipynb
RingLWE.ipynb		RingLWE.ipynb
TON_IoT_analysis.ipynb		TON_IoT_analysis.ipynb
TabNet_Ray.ipynb		TabNet_Ray.ipynb
preprocessed.csv		preprocessed.csv
readme.txt		readme.txt

Repository files navigation

Preprocess.ipynb - dataset cleaning

Train_Test_Network.csv - dataset

preprocessed.csv - cleaned dataset

TON_IoT_analysis.ipynb - analysis on the dataset

IDS.ipynb - main machine learning 

CNN_Ray.ipynb - hyperparameter tuning for CNN model

MLP_Ray.ipynb - hyperparameter tuning for MLP model

TabNet_Ray.ipynb - hyperparameter tuning for TabMet model

ECC_validation.ipynb - ECC experimentations

LWE.ipynb - LWE experimentations

RingLWE.ipynb - RLWE experimentations

RSA.ipynb - RSA experimentations