Try the stand alone installer, Released 6/28/2011) Flash Player 10.3.181.34 (75.7 MB) on this page. http://kb2.adobe.com/cps/142/tn_14266.html Install it off line.
You will need to extract or unzip the folder. Then navigate to the "flashplayer10_3r181_34_win.exe" application file.