I have the same problem on my new HP notebook.
On the old one notebook W11 23H2 is working properly with the latest canon drivers. The instalation on the new HP notebook W11 24H2 does not work MF SCAN UTILITY shows the same message: "Cannot communicate with the scanner. The cable may be disconnected, or the scanner may be turned off. Check the scanner status and try again. Scanner driver will be terminated**.**" (MF Network Scanner Selector 1.01, MF Scan Utility 1.21.0.2.)
I tried everything (reinstall drivers and scanner, switch off defender firewall, switch off defender antivirus) - nothing helped.
Probably issue in Win11 24H2 and Canon Scanner Driver.