Something try...

I suspect it's the site's certificate. You can try clearing your cache and cookies from your iPad, (I think you can do this for each site but I don't have an iPad handy to check). If that's the problem when you then try to load this site it will ask if you want to accept the certificate... accept it and see if that work.