The configuration space of WPA-EAP is huge and most combinations are horribly insecure, but as long as you stick with one of the "tunnel everything through TLS" EAPs (EAP-TTLS or PEAP) the result is safe against passive attackers even when you don't verify server certificates (obviously you should verify the certificates, because the active attack is trivial and does not have to interact with your network).
So you set up "eduroam" once on your phone, and then it works the same in a lecture theatre at Stanford, or in Nantes (France). So that's nice, and as dfox observes the AP isn't much involved, so the inevitable frailty of individual WiFi setups in less sophisticated institutions isn't a huge flaw in Eduroam or a grave risk for your home institution.