Ensuring data privacy and security is paramount in cancer research. Researchers must comply with regulations like HIPAA and GDPR to protect patient information. Techniques such as data anonymization, encryption, and secure data storage are essential. Additionally, access controls and regular audits can help in maintaining data security.