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Software "repacks" and "cracks" represent a significant portion of non-traditional digital distribution. This paper explores , a curated dataset of cracked software metadata and file structures. By applying natural language processing (NLP) techniques to the NFO files and metadata within this corpus, we identify recurring patterns in repack naming conventions and structural anomalies that distinguish legitimate community-driven repacks from malicious clones. Key Sections to Include 1. Introduction

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