Key Takeaways PII de-identification, masking, and redaction are distinct data protection techniques, each used to reduce exposure of sensitive personal information in different ways across datasets, applications, and documents. De-identification removes or transforms identifiers so individuals cannot be easily re-identified, making it suitable for analytics, machine learning, and long-term data use while maintaining data utility. Data masking replaces real values … Read More
Redaction
The best way to safeguard sensitive data is to keep it out of sight — and out of reach. The 3rd and final section in this 3-part mini-series explores Data Redaction and the irreversible role it plays in PII protection. Let’s get into it. What is Data Redaction? Ever see a spy movie featuring ‘classified’ files? Pages and pages of … Read More
Data Masking
The best way to safeguard sensitive data is to keep it out of sight — and out of reach. Part 2 of this 3-part mini-series explores Data Masking and the irreversible role it plays in PII protection. Let’s get into it. What is Data Masking Data masking is a non-reversible transformation process that “masks” sensitive data by partially or fully … Read More
Data De-Identification
The best way to safeguard sensitive data is to keep it out of sight — and out of reach. This 3-part mini-series explores the 3 BEST anonymization tactics for processing and storing protected information. Let’s learn how. What is Data De-Identification? The first TOP method of data anonymization is called Data De-Identification. In layman’s terms, data de-identification is the process … Read More
