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SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
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Leveraging Generative AI for Password Cracking Efficiency Under Resource Constraints

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Leveraging Generative AI for Password Cracking Efficiency Under Resource Constraints (PDF, 1.66MB)Published: 20 Mar, 2026
Created by:
Wesley Keller

The purpose of this research is to investigate whether generative AI can alleviate the hardware and financial burdens of password cracking (password recovery) while maintaining or even improving cracking success rates. By comparing AI-assisted methods with established baselines, this study aims to provide practitioners with practical, low-cost techniques for constrained environments.

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