Anonymization is a common technique used to protect privacy while retaining data utility. This process involves removing or altering personal identifiers, making it difficult to trace data back to individuals. Techniques such as data aggregation and data perturbation are often employed. However, achieving complete anonymization without losing valuable information can be complex.
