To do so, create a team.  (Sys Admins, e.g.) 
Then, open your view.  Select Actions / Sharing.  Add the team you created. 
Only those people in that team will be able to see that view.  Nobody else can use it. 
I've done this to remove the 'All Opportunities' view, for example, and implement instead one view per territory, sharing each view with only the people in that territory.  This is not 'security' by itself, but it is a pretty good way of stopping your average sales guy from snooping around other sales guys data.