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This paper presents an EDA (Electronic Design Automation) tool that generates basic building blocks for cryptographic hardware in VHDL. The purpose of the tool is to decrease the design time of cryptographic hardware and to allow designers to make abstraction of both the arithmetic and design complexity. The tool generates multiple implementations for one arithmetic description and then benchmarks the implementations to find the most optimal, based upon design space parameters. These parameters consist of area and speed requirements. We present datapath and control logic results for a Xilinx Virtex-5 FPGA. The novelty in our approach lies in the fact that we exploit the higher-order features of functional languages to facilitate the design space exploration and that we take benefit from the strength of the third-party synthesis tool by generating VHDL code at an abstraction level that is higher than the gate level. Nevertheless, in this stage of the development of the tool, the different cryptographic architectures are hand-made and the selection of the most optimal solution, based upon user requirements, is done by exhaustive search. This means that the tool leaves room for improvement, but forms a solid base for further development.