Yes, it is possible to allow users to see only their owned tasks.These are the steps:-
1 Go to "Settings" in the main navigation bar. 2 Select on "Users & Teams". 3 select user which you want to apply that permission. 3 Under the "Permissions" tab,select object access.and edit the task as shown in the screenshot.