Cancer research often involves handling sensitive health data including patient demographics, genetic information, and treatment outcomes. Data masking helps in safeguarding this information, reducing the risk of data breaches that could compromise patient confidentiality. This is crucial for maintaining ethical standards and complying with regulations like HIPAA.