It means conducted with secrecy, like a love affair or a CIA operation
secret synonyms, secret pronunciation, secret translation, English 
... mysterious: "like Pan, calling out with his flute to come join in on the secret ... 
that is concealed or disguised: protested covert actions undertaken by the CIA.