1. Go to Settings -> Messages -> Encryption.

2. Click on your Personal key for which you would like to change the passphrase of.
3. Click on Change your passphrase.

4. Enter your current passphrase for that OpenPGP keypair and click on OK.

5. Enter your new Passphrase and confirm it by typing it again.

6. Click on Save.