The most straight forward means of doing this will be by adding validation rules on the field in salesforce. Of course that is a server side solution and will not prevent users from seeing the old date.
Our date picker uses the JQueryUI DatePicker, which has a substantial number of customization possibilities. You can create a custom renderer that leverages the "minDate" function of the date picker. See more documentation here.