Invoke-RestMethod: The underlying connection was closed: An unexpected error occurred on a send

While trying to use the Invoke-RestMethod, I am getting: The underlying connection was closed: An unexpected error occurred on a send. I tried using [Net.ServicePointManager]::SecurityProtocol = [Ne...