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The experiments for my Master's Thesis: "Exploring the Correlation between Technical Debt factors and Software Security in Open Source Projects"

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GeorgeApos/td-sec-correlation

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Technical Debt and Software Security Correlation Analysis

Repository Overview

This repository contains a detailed analysis of the intricate dynamics between Technical Debt (TD) and Software Security within open-source projects. The research delves into how technical debt influences security risks and vulnerabilities in large and complex codebases.

Files Included

  • project-level-experiments.ipynb: Contains experiments and analysis focusing on project-level insights.
  • file-level-experiments.ipynb: Provides insights on file-level metrics and their impact on security.
  • time-series-experiments.ipynb: Explores time-series analysis for tracking the evolution of technical debt and security over time.

Usage

Each Jupyter Notebook provides a series of experiments and analyses. You can run them to explore different facets of technical debt and security in open-source projects.

Acknowledgements

This analysis is part of a broader study exploring the relationship between software quality attributes and security in software systems.

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The experiments for my Master's Thesis: "Exploring the Correlation between Technical Debt factors and Software Security in Open Source Projects"

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