The Gunners head into the game after the disappointment of their 2-1 loss to Chelsea in the top flight last weekend.
That result left Arsenal in fourth place in the Premier League table and trailing leaders Chelsea by a staggering 12 points in the race for the title.
The north London side will be desperate to get back to winning ways against the Tigers in front of their home fans and former Arsenal star Keown is backing the Gunners to claim all three points.
Writing in his column for The Daily Mail, Keown said: “Arsenal are scrapping for the Champions League places, Manchester United are just two points behind and Arsene Wenger is fighting for his future.
“After losing a cluster of matches Arsenal tend to go on a run and I expect them to win.”
Arsenal are looking to build on their second-placed finish last season as they bid to get back to winning ways in the top flight.
The Gunners take on Bayern Munich in the first leg of their Champions League last 16 tie later this month.
MORE: Man United latest news
MORE: Arsenal latest news
MORE: Chelsea latest news
MORE: Liverpool latest news