In view of the watermark robustness in information hiding algorithm of spatial domain, a zero watermarking algorithm which is fast and robust was proposed. And the algorithm was used in information hiding which was based on digital image in order to realize the watermark information extraction and certification. Firstly, the Bit Plane (BP) theory was used to analyze bit planes at different levels, set up the bit plane matrix structure which has no value, combine the numbers of non-zero values in bit planes to generate eigen matrix. Then, the eigen matrix was partitioned, using the singular value decomposition to the largest block singular value matrix was generated, and zero watermarking information was obtained by the matrix two-dimensional chaotic encryption registration. Simulation results show that, the proposed algorithm has high robustness against attacks, improved by 6% to salt and pepper noise attack than similar algorithms, and to common mixed attacks up to 12%.