To "keep a secret" means to keep something hidden or concealed, and not reveal it to others. It implies that the person withholding information has been entrusted, either intentionally or unintentionally, with knowledge that is not to be shared. The phrase can also imply that the person is keeping something hidden in order to maintain confidentiality, protect someone's privacy or reputation, or prevent harm.