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Research on machine learning, deep learning, and ensemble methods in imbalanced fraud and anomaly detection scenarios.

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Performance of Machine Learning Classifiers for Anomaly Detection in Cyber Security Applications

Code for submitted paper for the 2025 International Conference on Advances in Computing Research (ACR’25) which will take place in Nice, France, July 7-9, 2025.

Instructions

  1. Clone the repository
  2. Create a new virtual environment
python3 -m venv venv
source venv/bin/activate
  1. Install the dependencies
pip install -r requirements.txt
  1. Open the Jupyter notebooks