I have had the same problems with Firefox on Windows 10. over the last 3 weeks. (After the last update.)
This is because I have set Firefox to reopen windows/Tabs when I restart it, EG Email/weather/Diynot/ebay etc. I dont' know if you do the same. If so,
You can close/abort each tab in turn...