Which process is used when IPS events are removed to improve data integrity?
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When IPS (Intrusion Prevention System) events are removed, it is important to maintain the integrity of the remaining data. This can be achieved through the process of data normalization.
Data normalization is the process of organizing data in a database so that it can be easily queried and updated while minimizing data redundancy. In the context of cybersecurity operations, data normalization involves removing duplicate events, standardizing event formats, and consolidating related events into a single record.
By removing duplicate events, data normalization helps to reduce the size of the database and improve query performance. Standardizing event formats ensures that all events are consistent and can be easily compared and analyzed. Consolidating related events into a single record helps to provide a more complete view of an incident and reduce the risk of missing important information.
Overall, data normalization helps to improve the accuracy, consistency, and reliability of the remaining data, which is critical for effective threat detection and response. This process is important for maintaining data integrity and ensuring that security analysts can make informed decisions based on the data they have available.