Data perturbation refers to the modification of original data to protect sensitive information while still allowing for meaningful analysis. In the context of cancer research, it involves altering patient data to maintain privacy and confidentiality without compromising the integrity and utility of the data for research purposes. This technique is essential in ensuring that patient information is safeguarded against unauthorized access and misuse.