The hosts occupy 14th spot in the Super Lig, while Istanbul Basaksehir enter the contest in the fourth and final European qualification position.
After winning promotion to the Super Lig last season, Giresunspor's main objective for the current campaign would be to remain in the top flight.
It is a target that has already been achieved with Sunday's hosts currently eight points adrift of the relegation zone ahead of the final two matches.
Giresunspor are set to finish the season in a positive run of form after losing just one of their last six games.
They did, however, miss the chance to clinch consecutive victories last weekend, with their contest against Altay ending in a 1-1 draw.
Despite giving up a lead to drop two points against Altay, Hakan Keles's side have a chance to claim back-to-back home victories, while a positive result on Sunday would see them extend their unbeaten home run to six matches.
Meanwhile, Istanbul Basaksehir are closing in on a top-four position, with the hosts currently sat in fourth place.
The visitors enter Sunday's contest three points clear of fifth spot, and they could take another step towards Europa Conference League qualification with a win over Giresunspor.
Istanbul Basaksehir were unable to clinch a third successive victory last weekend, but they did manage to extend their unbeaten run to six matches after playing out a goalless draw with Galatasaray.
The visitors will be looking to draw upon the fact that they currently hold the fourth-best away record after collecting 26 points from their 18 away league games this season.
Emre Belozoglu's side can also take inspiration from the 3-1 victory that they picked up in the reverse fixture with Giresunspor.
Aziz Behich will miss out for the hosts, with the defender suspended due to an accumulation of yellow cards.
As for the visitors, they have doubts over the availability of Leo Duarte, who missed last weekend's contest through injury.
Despite playing out a goalless draw against Galatasaray, Belozoglu could name an unchanged lineup for Sunday's encounter, which would present Fredrik Gulbrandsen with a fourth consecutive start.
Giresunspor possible starting lineup:
Piri; Bilazer, Picinciol, Perez, Tasdemir; Flavio, Traore; Diabate, Chiquinho, Serginho; Nayir
Istanbul Basaksehir possible starting lineup:
Babacan; Caicara, Koyuncu, Epureanu, Lima; Turuc, Tekdemir, Cigerci, Ozcan, Trezeguet; Gulbrandsen
We say: Giresunspor 1-2 Istanbul Basaksehir
Giresunpor may not have much to play for, but their opponents certainly do, and we think that extra motivation could propel Istanbul Basaksehir to all three points on Sunday.
For additional data used by our team to analyse our suggesed result please click here.