The development of internet technology in the current decade is growing very rapidly. This triggers a variety of innovations in the application layer. However, these developments cannot be followed by network layers that tend to be slow. The concept of Software Defined network is present to solve the problem. Various studies were conducted for SDN technology, one of them is security. The highlight in security is the security architecture. Many security systems that are created do not refer to the security architecture so it is difficult in its development. In addition, the current security architecture does not refer to the guidelines for the creation of security architectures according to  there are two parts of security zones and security layers so that only 8% of security architectures meet both sections. In this study, a survey was conducted to find out the development trend in SDN security and security architecture of SDN using systematic literature review (SLR) method, and SLR result stated that research in architecture of network security is still very relevant to be done. By knowing the guidelines for making security architecture, it is hoped that the security architecture that is designed can be the foundation of the development of security framework and security system that will be developed.