In this paper we present a new lattice construction for a lattice based partial key exposure attack for the RSA cryptography. We consider the situation that the RSA secret key $d$ is small and a sufficient amount of the LSBs (least significant bits) of $d$ are known by the attacker. We show that our lattice construction is theoretically more efficient than known attacks proposed in \cite{BD00,EJMW05}. This is a full version of the paper that appears in the proceedings of PKC 2009.