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1. Network_Intrusion_DNN-CTGAN Network_Intrusion_DNN-CTGAN Public

   Utilizing Generative AI coupled with Deep Neural Networks to classify network intrusions from the widely recognized NSL-KDD dataset and is based on a research paper I produced in Spring 2024 with t…

   Jupyter Notebook 4

2. ML-Based_MTD ML-Based_MTD Public

   M.T.D. is a project that tackles the growing risks faced by industries worldwide due to cyber threats. Our project employs a comprehensive approach to address various cyber-attacks, focusing on int…

   Python 2

3. Ransomware_Family_Classification_ML Ransomware_Family_Classification_ML Public

   This Python program implements a Deep Neural Network (DNN) for classifying ransomware many families using the Ransomware RISS Dataset. The dataset provides various binary features to analyze ransom…

   Python 1

4. Email-Spam_Detector_AutoEncoder Email-Spam_Detector_AutoEncoder Public

   This Machine Learning (ML) Python program aims to detect spam emails using an autoencoder-based learning approach. It first imports necessary libraries for data handling, evaluation metrics, prepro…

   Jupyter Notebook

5. Quantum_Machine_Learning Quantum_Machine_Learning Public

   In this project, Quantum Machine Learning (QML) is applied to synthetic data to perform binary classification using a variable amount of simulated qubits on classical computer hardware.

   Python

6. GRU-RNN_Temp_Predictor GRU-RNN_Temp_Predictor Public

   A Gated Recurrent Unit (GRU) Recurrent Neural Network (RNN) for predicting global monthly temperature means.

   Python 1