Anonymization refers to the process of removing personally identifiable information from data sets so that the individuals whom the data describe remain anonymous. In the context of Nanotechnology, anonymization is critical when dealing with sensitive data, such as biomedical or environmental data, to protect the privacy of individuals and entities involved.