A government agency releases an anonymized dataset of income and locations. However, journalists cross-reference it with voter records and identify individuals. What anonymization failure occurred?

A data privacy officer is responsible for handling sensitive data (SD) and non-sensitive data (NSD). Which of the following falls under non-sensitive data?

A government agency is collecting multidimensional census data that includes household income, education level, and geographic location. To avoid ethical concerns about privacy, what should be done before releasing the data to the public?

In a CRM database, the value of the column “Name” is encoded as “PN 1833” , then the process of encoding is referred to as

The process of substituting a sensitive data with a non-sensitive equivalent data is referred to as

Under GDPR, individuals have the right to request deletion of their personal data. What is this right called?

A university wants to share student performance data with researchers while maintaining privacy. What is the best method?

The household risk with three members whose individual disclosure risks based on their keys are 0.02, 0.03 and 0.03, respectively is given by:

What does the “Accountability” principle require organizations to do?

A company wants to publish an internal salary report that shows the average salary of employees in different departments. To prevent employees from being identified, the company groups salary values into broad salary ranges (e.g., ₹40,000–₹50,000 instead of exact salaries).Which technique is being used?