In this paper we present a new signature scheme based on the difficulty of finding a point in a shifted Grassmannian variety or on its secant variety from a knowledge of its defining polynomials. An advantage of using the secant variety of the Grassmannian is that it is defined by sparse cubic equations, which are in general more difficult to solve than quadratic ones, thereby reducing the size of the public key.