Data leakage refers to the unintended or accidental exposure of sensitive information to unauthorized parties. In the context of cancer research, data leakage can occur at various stages, from data collection to analysis and sharing. The exposure of sensitive patient data, research findings, and proprietary methodologies can have severe implications, including privacy breaches, loss of competitive advantage, and compromised research integrity.