Cybersecurity Data Extraction from Common Crawl

Published 14 Dec 2025 in cs.CR and cs.IR | (2602.22218v1)

Abstract: Alpha-Root is a cybersecurity-focused dataset collected in a single shot from the Common Crawl web graph using community detection. Unlike iterative content-scoring approaches like DeepSeekMath, we mine quality domains directly from the web graph, starting from just 20 trusted seed domains.

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Ashim Mahara

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