The problem could be fixed by turned off the gatekeeper.
1. Disable the gatekeeper by
. sudo spctl --master-disable
2. Right click on the application and click open. It should work now.
3. Enable the gatekeeper by
. sudo spctl --master-enable
To check the status of the gatekeeper:
. sudo spctl --status
