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Erivelton Geraldo Nepomuceno

Maynooth University

  • Maynooth University

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Leveraging Reinforcement Learning for an Efficient Automation of Windows Registry Analysis During Cyber Incident Response

Number of pages: 19 Posted: 01 Feb 2025
Mohamed Chahine Ghanem, Elhadj Benkhelifa, Dominik Wojtczak, Mohamed Amine Ferrag, Norbert Tihanyi and Erivelton Geraldo Nepomuceno
Keele University, Staffordshire, United Kingdom, Staffordshire University, University of Liverpool, Université 8 Mai 1945 Guelma, affiliation not provided to SSRN and Maynooth University
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Abstract:

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Window Registry and RAM Analysis, Cyber Incident Response, Rule-Based AI, reinforcement learning, MDP