Dunn has been a bit injury prone over the last few seasons, but Mark Hughes is believed to be keen to link up once more with the player he managed at Ewood Park.
He still has 18 months left on his contract but a bid of around £2 million might be enough to get Rovers to sell.
Although the Fulham chief will face tough competition from Newcastle, who are also expected to move for the Blackburn man.