This paper introduces an efficient solution for designing a unified VLSI implementation for type IV DCT/DST while solving one challenging problem in obtaining high performance VLSI chips for common goods, which is solving the security of the hardware while obtaining a VLSI implementation with high performance. The new solution uses a new systolic array algorithm for type IV DST that can allow us to obtain an efficient unified VLSI architecture with one previously designed for type IV DCT. The proposed method uses special arithmetic structures that have been called quasi-cycle convolutions that can be efficiently mapped on linear systolic arrays. Moreover, the obtained unified VLSI architecture, besides being an efficient implementation with a low hardware complexity and high-speed performance, allows for an efficient inclusion of the obfuscation technique with very low overheads.