1 - Manage participants
From your activity, click on the participants icon in the top right-hand corner
Then click on "Manage participants".
2 - Block access
Click on the "3 dots" at the end of the participant's line, then select "Block access".
Access has now been blocked, and the participant will no longer be able to access the activity.