Please make sure you import your public and private keys into SecuMail.
In the Keys section, under the key name, you should have both "Private/Public Keys" as the description. If you only have Private or Public, you need to export the missing key from your Desktop app and import it into Secumail.
Please let me know if this solves your problem.
Regards,
Ernesto.