@Heng Zhang
Thank you for your post!
Are you trying to disable a specific feature of Azure Security Center? i.e. Azure Defender. When it comes to disabling Azure Security Center as a whole, this isn't possible. However, you can disable the specific features provided by ASC.
If you have any other questions, please let me know.
Thank you for your time and patience throughout this issue.