Changed some settings in IE:
File > Tools > General > *check* Delete browsing history on exit
File > Tools > Content > *click* Clear SSL state
File > Tools > Advanced > *check* Security > Use SSL 3.0
Don't know which one actually fixed it but I can log on now.