which provides an effective way to ensure data security. In this work, we propose an efficient ciphertext policy attribute-based encryption scheme based on hardness assumption of LWE. Being different from other similar schemes, a user’s secret key can only be generated once only and it can be used to decrypt ciphertext under different access policies by making combinations
of secret key fragments. Specially, we propose a method for binding users’ secret keys with their attributes and identities, which solves the collusion attack problem. The security of the scheme is proved to be selective secure under the LWE assumption.