Personal Data Protection Commission Singapore ได้แนะนำเครื่องมือการทำข้อมูลนิรนามอื่น ๆ ทั้งซอฟต์แวร์เชิงพาณิชย์และซอฟต์แวร์โอเพนซอร์ส ดังนี้
*อ้างอิงจาก Guide to Basic Anonymisation, PDPC Sinapore https://www.pdpc.gov.sg/Help-and-Resources/2018/01/Basic-Anonymisation
Tool | Description | URL |
Amnesia | Amnesia anonymization tool is a software used locally to anonymize personal and sensitive data. It currently supports k-anonymity and km-anonymity guarantees. | https://amnesia.openaire.eu/ |
Arcad DOT- Anonymizer | DOT-Anonymizer is a tool that maintains the confidentiality of test data by concealing personal information. It works by anonymizing personal data while preserving its format and type. | https://www.arcadsoftware.com/data-masking/dot-anonymizer/ |
ARGUS | ARGUS stands for “Anti Re- identification General Utility System”. The tool uses a wide range of different statistical anonymization methods such as global recoding (grouping of categories), local suppression, randomization, adding noise, microaggregation, top- and bottom coding. It can also be used to generate synthetic data. | https://research.cbs.nl/casc/mu.htm |
ARX | ARX is an open-source software for anonymizing sensitive personal data. | https://arx.deidentifier.org/ |
Eclipse | Eclipse is a suite of tools from Privacy Analytics that facilitates anonymization of health data. | https://privacy-analytics.com/health-data-privacy/health-data-software/ |
sdcMicro | sdcMicro is used to generate anonymized microdata such as public and scientific use files. It supports different risk estimation methods. | https://cran.r-project.org/src/contrib/Archive/sdcMicro/ (Archive) |