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1. Enhancing-Cryptographic-Techniques-Using-Machine-Learning-for-Privacy-Preserving-Data-Analysis_ Enhancing-Cryptographic-Techniques-Using-Machine-Learning-for-Privacy-Preserving-Data-Analysis_ Public

   Exploring the Fusion of Homomorphic Encryption and Machine Learning for Privacy-Preserving Data Analysis in Cybersecurity

   Jupyter Notebook

2. Enhancing-Medical-Imaging-Model-Interpretability-with-Synthetic-Data-and-Explainable-AI-Techniques Enhancing-Medical-Imaging-Model-Interpretability-with-Synthetic-Data-and-Explainable-AI-Techniques Public

   This research involves creating synthetic medical images with random anomalies, training a CNN to detect these anomalies, and using LIME and SHAP for model interpretability. The goal is to enhance …

   Jupyter Notebook 1

3. Security_Vulnerability_Analysis Security_Vulnerability_Analysis Public

   Analyzing Security Vulnerabilities in Software Components

   Jupyter Notebook 1

4. Advanced-ML-for-Enhancing-Software-Security-Vulnerability-Classification-Anomaly-Detection Advanced-ML-for-Enhancing-Software-Security-Vulnerability-Classification-Anomaly-Detection Public

   Developed advanced ML models for vulnerability detection and anomaly identification in software. Used Random Forest, Gradient Boosting, and SVM for classification, and Isolation Forest for anomaly …

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5. Analysis-of-Global-Events-Dataset Analysis-of-Global-Events-Dataset Public

   The goal seems to be to conduct various data science analyses, including data cleaning, exploratory data analysis, time series analysis, visualization, and possibly machine learning tasks like clus…

   Jupyter Notebook

6. WaterAI-PublicHealth WaterAI-PublicHealth Public

   Secure AI for water quality monitoring