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Raw data must be structured into usable formats. This phase involves normalizing logs, translating unstructured threat reports into structured formats like STIX/TAXII, deduplicating repetitive data points, and enriching indicators with contextual metadata. 4. Analysis and Production

This guide bridges the gap between raw data collection and actionable defense strategies, emphasizing hands-on application over pure theory. 1. Core Pillars of Cyber Threat Intelligence (CTI) Intelligence Cycle