Description: Incremental anonymization is a data protection method that gradually applies anonymization techniques over time. This approach allows data to be processed and used at different stages, ensuring that sensitive information remains protected while preserving its utility for analysis and decision-making. Unlike total anonymization, which seeks to eliminate any trace of data identification in a single step, incremental anonymization allows for continuous adjustments and improvements in the techniques applied, adapting to new regulations and privacy needs. This method is especially relevant in environments where data changes frequently or where continuous access to information is required, such as in real-time data analysis. Incremental anonymization not only enhances data security but also facilitates collaboration between different entities by allowing the exchange of information without compromising individual privacy. In summary, this approach focuses on flexibility and adaptability, ensuring that data is handled responsibly and ethically over time.
