It depends if it public or private and the sensitivity of data stored. To address it, you might choose a route of encryption, identity solutions, governance frameworks or concept mechanisms ... etc.
Since the blockchain offers pseudonymity to the individuals, their activity on the blockchain can be linked back to them if privacy compromises. Access control, Security & encryption mechanisms and identity management like self sovereign identity management can help in addressing the privacy issues.