The Warriors have tasted away wins against the Raiders only twice in their history, with just one win in 11 attempts at GIO Stadium (a 31-24 success in 1997 when former All Black Marc Ellis kicked five goals and field goal), while the other victory was a 22-10 triumph in a one-off appearance at Manuka Oval in 2001.
"I'm not concerned about our record there," said McFadden. "This game is about focusing on ourselves and controlling what we can control. It's obviously a hugely important match for us in the context of the season."
The Warriors go into the match sitting ninth on the NRL ladder after a back-to-back defeats to the Broncos and Sea Eagles. They're one of six teams on 22 points headed by North Queensland in seventh spot with Brisbane eighth.
The 15th-placed Raiders have an impressive record at home overall with a winning percentage of better than 67 per cent, but their 34-18 loss to South Sydney last night was their sixth defeat in eight matches at the venue this year.
Sunday's match will be forward Ben Matulino's 147th NRL appearance, leaving him in line to play his 150th game when the Warriors host the Sydney Roosters on August 24.
The contest to be the Warriors' top try scorer this season has tightened up with Manu Vatuvei and Konrad Hurrell both on 10, Sam Tomkins and Simon Mannering on nine and Johnson on eight.
Warriors side to play the Canberra Raiders:
1. Sam Tomkins
2. Ngani Laumape
3. Konrad Hurrell
4. Dane Nielsen
5. Manu Vatuvei
6. Chad Townsend
7. Shaun Johnson
8. Jacob Lillyman
9. Nathan Friend
10. Suaia Matagi
11. Ben Henry
12. Simon Mannering (c)
13. Sebastine Ikahihifo
Interchange:
14. Feleti Mateo
15. Ben Matulino
16. Sam Rapira
17. Thomas Leuluai
18. Tuimoala Lolohea
20. Sione Lousi