Markov Encrypted Data Prefetching Model Based On Attribute Classification
Zhengbo Chen, Xiu Liu, Xing Yafei, Miao Hu, Ju Xiaoming · 2020 5th International Conference on Computer and Communication Systems (ICCCS) · 2020
In order to improve the buffering performance of the data encrypted by CP-ABE (ciphertext policy attribute based encryption), this paper proposed a Markov prefetching model based on attribute classification. The prefetching model combines the access strategy of CP-ABE encrypted file, establishes the user relationship network according to the attribute value of the user, classifies the user by the modularity-based community partitioning algorithm, and establishes a Markov prefetching model based on attribute classification. In comparison with the traditional Markov prefetching model and the classification-based Markov prefetching model, the attribute-based Markov prefetching model is proposed in this paper has higher prefetch accuracy and coverage.