The Dons are hoping to use the clash at Pittodrie to haul themselves further up the table, while the Dark Blues are desperate to edge towards safety.
Dundee travel to the Granite City 15 points adrift at the bottom but Brown has warned of the threat their opponents pose despite their precarious position.
"Every game with Dundee is a close game. Just because they are at the bottom and detached a bit, I dont think for one minute that it will be an easy game," he said.
"In fact, it makes them more dangerous."
Brown believes his own side can still claim the coveted runners-up spot in the SPL this season despite a poor start to the year.
The Dons currently sit in eighth position in the table but are just five points behind second-placed Inverness.
And Brown sees no reason why his side cannot bridge the gap if they can put together a decent run starting with the visit of Dundee.
He said: "We want success and to finish as high in the SPL as possible. Second place is a target. I am optimistic, always.
"Second place is five points ahead of us so we need a couple of wins to get in touch and I think we've got the capability within the squad to get the wins."
Aberdeen have failed to pick up a single win in 2013 but Brown insists it is too early to judge the success of their campaign.
He said: I'll look at the table at the end of the season, that is when the table counts.
"You look at the fixtures and think there are points to be gained. I think every manager will be saying the same, its just who gets the points.
"Well see at the end where we finish."