Secretly (3,4)
'secretly' is the definition.
(I've seen this before)
This is all the clue.
(Other definitions for sub rosa that I've seen before include "Latin phrase for in secrecy or confidence" , "In confidence, beneath nice flower" , "Behind closed doors" , "In strict confidence - in Latin" , "secret" .)