If your problem is the same as the one described in these Q&A post:
https://learn.microsoft.com/en-us/answers/questions/5597205/prevent-pfishing-calendar-items
https://learn.microsoft.com/en-us/answers/questions/5613388/why-are-random-uninvited-meetings-getting-put-on-m
Microsoft is aware of the problem but there is currently no fix. There are no Rules you can create or settings you can change in the Outlook client that will stop these SPAM Calendar Events.
Hal Hostetler MVP-Outlook MVP Volunteer Moderator Oct 26, 2025, 12:21 PM FWIW, this issue has been reported to Outlook Engineering, they are aware of the problem, and are investigating it.
If you are in an IT Managed environment there are Mail Flow Rules that your IT Admin can implement that will block all external Calendar invites (with specific exceptions).