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After struggling with the same error for days, finally realized it was because the Key Pair being used was password protected, which the plugin doesnt support. Since the generate keypair gives a javascript error in current version of chrome, try creating a new Key Pair from the AWS management console, opening up the .pem in a text editor, and pasting it into the private key text field of the ec2-plugin config.
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