The 22-year-old is in his final year of his contract at the Emirates and the club would be interested to sell in January.
Gilbert impressed while on loan at Leicester last season but has failed to make an impact at the Emirates.
Peterborough are reportedly keen on signing the defender on a loan deal now.
