Yep. The same way you can use Gates of Hell on your opponent's deck...
The Gates of Hell
Type: Fortress • Brigade: None • Ability: None • Class: None • Special Ability: At any time, you may discard the bottom card
of deck. If it is an orange demon or a Lost Soul, place it in your territory instead. You may discard this card to add your demon to the battle. • Attributes: Plays to set-aside area • Identifiers: None • Verse: Matthew 16:18 • Availability: Thesaurus ex Preteritus booster packs ()

But seriously, it seems to be a necessary rule (if unwritten, I'm not sure) that when it doesn't specify whose deck, it means yours.