The Gunners are being linked with the Southampton left back this month.
However, Keown believes the Saints are in a good position in the Premier League and would loathe to sell players this month.
Bertrand is out of contract this summer and has not agreed a new deal with the club.
"This is a young team here [at Southampton], so I don't think he is going anywhere."
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