Hi jb,
Could you confirm that you’re attempting to reach you ad-hoc connection trough a WEP connection?
WPA and WPA2 are deprecated because it seems they lead to some issues between the PCs broadcasting an ad-hoc connection and the Apple devices.
Cheers,