The document discusses attribute-based encryption (ABE) with verifiable outsourced decryption, addressing the efficiency drawbacks of existing ABE schemes that require costly pairing operations for decryption. It proposes a new ABE model that allows for verifiability, enabling users to efficiently check the correctness of transformations made by a cloud service provider, thus enhancing security without relying on random oracles. The proposed scheme significantly reduces computation time for resource-limited devices and demonstrates improvements in performance through practical implementation.