Unsecured feels correct but the past tense changes the meaning ever so slightly. Even so, I think it's less incorrect to use "unsecured" than to misuse (insecure) or make up (unsecure) a word. Non-secure doesn't feel any better. I suspect there is no word and the only reasonable choice is to add a modifier like "insufficiently" or "not" to ... More @Wikipedia
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