Bucketing

This technique is ideal for large datasets (e.g. containing potentially sensitive data). It reduces the risk of matching sensitive data to identifying information.

Redacting

This uses obfuscation.

Date Shifting

Randomly shifts dates but preserves the sequence of events and the duration

Tokenization

This replaces the data with cryptographic tokens

Exclusion Rules

Custom RegEx can be used in Exclusion Rules. These rules can filter for an email address or part of an email address for instance.