Spatiotemporal chaos in improved cross coupled map lattice and its application in a bit-level image encryption scheme

•We propose an improved cross coupled map lattice model.•We design a bit-level image encryption scheme using the proposed model.•Bit-level confusion and diffusion are related to our model and plain-image.•The proposed method in this paper can resist the common attacks.