2023-3 EWHA Machine Learing Project

🐸 Project Info

Website fingerprinting on anonymous network(Tor)

• Fingerprinting websites based on the network traffic pattern analysis
• Analysis High Complex Digital Fingerprints using Machine Learning & Deep Learning

🏛 Repository structure

├── README.md
├── closed_world
│   └── closed_world.ipynb
├── open_world
│   ├── binary_class.ipynb
│   └── milti_class.ipynb
├── testing_history
│   ├── k-NN.ipynb
│   ├── randomforest.ipynb
│   └── svm_naive_bayes.ipynb
├── mon_standard.pkl
└── unmon_standard10.pkl

🚀 How to run this code

• Please clone the current repository.

git clone https://github.com/HyeJung-Hwang/machine-learning-project.git

• Enter the folder of the cloned repository.

cd machine-learning-project

• Please execute the ipynb files in the closed_world folder and the ipynb files in the open_world folder.