How do you attack someone with a bounty even though they come up as clean?

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After picking up the bounty scanner I'm able to scan people and get a pretty big boost in bounty rewards, but I noticed some issues come up. Namely when they are clean in the system and I scan them. If a bounty shows up they are still listed as clean, which means I can't attack them without becoming wanted.
How can I claim that delicious bounty without getting wanted myself?
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Sources: Stack Exchange - This article follows the attribution requirements of Stack Exchange and is licensed under CC BY-SA 3.0.
Images: Karolina Grabowska, Karolina Grabowska, George Dolgikh, @joagbriel