In this work, a new graph has been defined as a main point to design a new version of an asymmetric encryption scheme. This graph is formed based on the scalar multiplication operation on elliptic curve defined over a prime field, which is called an elliptic scalar multiplication (ESM) graph. Some mathematical facts to show the ESM graph is a complete graph are proved theoretically. On the complete elliptic scalar multiplication (CESM) graph, an asymmetric encryption algorithm has been implemented. Fast computations on the proposed algorithm are Z obtained through the matrices representation and determination of the minimum spanning tree (MST) to compute the ciphertext. More secure computations with the CESM graphic encryption algorithm in comparison with the previous asymmetric encryption algorithms. So, the CESM graphic asymmetric encryption algorithm is considered as a new sight for elliptic curve cryptographic usages.