Abstract: In this paper, the necessity of protecting the data exchanged between nodes was elaborated and a distributed attributedbased encryption scheme was proposed based on Ganglia Network. The advantages of this scheme was also discussed and compared with other existing schemes. Finally, the value of use in practice of this scheme, such as constant ciphertext length, high effiencies in encryption and decryption, and good flexibility was summarized.