Everyone's afraid to do anything on that machine at all. So even getting agreement to login or install software or run tcpdump or whatever is fraught.
Using this Shadow Ghost Ship you can build a copy of tcpdump that you can just scp over and run in place. Don't touch the package manager, /etc, /var, anything!
Mind you if things are that bad then maybe I'd follow my own advice (in another comment) and stay well away from the currently running thing.