Settings > Privacy > Phone number has two options:
- "Who can see my number". If you choose "Nobody", then your phone number will not be visible to anyone unless they have it saved in their phone's contacts.
- "Who can find me by number". If you choose "Nobody", then nobody will be able to see you're on Signal unless you message them or have an existing chat with them.