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arXiv:2602.22218cs.CR

Cybersecurity Data Extraction from Common Crawl

Ashim Mahara

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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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DOI
Subjects
cs.CRCryptography and Security cs.IRInformation Retrieval

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