Data security specifically focuses on protecting data assets from unauthorized access, theft, accidental loss, corruption, or damage. The other options describe different data quality processes: standardizing formats is data integration, eliminating irrelevant data is data cleaning, and correcting anomalies is data quality management - none are security functions.