To earn the Plague Carrier badge, you must complete the mission to Steal Outbreak from Lost mission assigned by the Radio.

To get this badge in Ouroboros, a villain or rogue can select the "Steal the Outbreak virus" entry with number 6.13 in the 10-14 level range.