Yes, Google should allow you to use that landing page for you PPC Campaign. In fact you can use almost any landing page for a PPC campaign as long as it doesn't violate Trademarks and follows Google content policies.

The only drawback to using a landing page you don't own/control is you likely cannot embed remarketing or conversion tracking codes, which limits some of Adwords features.

Hope that helps!