PSUCyberSecurityLab/AIforCybersecurity

The project is a static educational resource rather than an active software product. With only 22 stars and zero velocity over 4 years, it functions primarily as a digital archive for a textbook. The defensibility is near-zero as it relies on standard machine learning patterns (likely classical ML and early deep learning) applied to public cybersecurity datasets. In the current market, these techniques have been largely superseded by Large Language Model (LLM) based security reasoning and more sophisticated, production-grade tools from vendors like CrowdStrike or Microsoft. While the domain (AI for Security) is high-interest, this specific repository offers no moat and has been effectively displaced by newer frameworks and platform-native AI security features (e.g., Google Security AI Workbench). It is best viewed as a pedagogical 'point-in-time' reference rather than a competitive project.