From episode 1x15 "Inner Child".
Source: IMDb
Carter interrogates a suspected terrorist in a flashback in Iraq in episode 1x09 "Get Carter".
Source: Person of Interest — Wikia
The team is locked up with the surviving passengers in an old barracks in episode 1x11 "Cease Forcing Enemy".