Yes, you can do so by assigning that task to that one project only. Create the new task from the main menu > Lists > Activity Items. After creating the activity, assign it to that project using Project Assignments, therefore making it accessible only for this project.

Check out the Core Help for more information on assigning activity Items to projects.