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This paper present review of Software Defined Networking (SDN) security and potential threat, especially against botnet Attack. A botnet is a collection of computer controlled by hackers to run various network threats. In other hand SDN system work in a centralized configuration, control, and operation with separated control and data plane. With this system, botmaster can insert and deploy their infection through SDN control plane as an unauthorized computer. This problem considered as Integrity on CIA triad (Confidentiality, Integrity, and Availability) that is used for SDN security performance evaluation. Integrity in CIA triad means a condition where information is kept accurate and consistent unless authorized changes are made. At the end of this paper, we explain a future research to handle botnet attack.