It seems this is caused by some Tor process not shutting down correctly. For me the following worked:
- Go to brave://settings/
- In the bar on the left click on “Additional Settings”
- In the Settings list on the right scroll almost to the bottom
- Under the Heading “System” find the item “Continue running background apps when Brave is closed” and switch it off.
- Close Brave and relaunch.