⚠️Disclaimer
This document and its content are intended solely for educational, personal, and illustrative purposes.
All examples, strategies, and methodologies shared here are based on public datasets, generalized best practices, and open research. They are meant to demonstrate concepts in a learning context and do not reflect any confidential, proprietary, client-specific implementations or production-level implementations.
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About This Document
This Conceptual Study is part of a broader portfolio series designed to bridge the gap between technical execution and strategic understanding. While the main documentation explains what was built and how, this companion document explores the deeper why behind it.
You'll find here:
Whether you're a curious learner, a recruiter reviewing domain expertise, or a professional looking to adopt similar methods — this document is meant to offer clarity beyond code.
If you're eager to understand the reasoning, strategy, and impact of the solution — you're in the right place.
Happy Learning!
Cybersecurity has become one of the most critical domains in modern technology, where organizations are not only tasked with detecting threats but also predicting and prioritizing their response to potential risks. Two of the most prevalent threats in this ecosystem are phishing emails—crafted messages designed to trick users into revealing confidential information—and software vulnerabilities, often rated using the CVSS (Common Vulnerability Scoring System) framework, that expose systems to exploitation.