Protecting patient privacy is a critical aspect of data sharing in cancer research. This can be achieved through de-identification and anonymization techniques, which remove personally identifiable information from the data. Implementing strict access controls and encryption methods further enhances data security. Moreover, obtaining informed consent from patients ensures that they are aware of how their data will be used and shared.