noun, masculine/feminine/tʁɑ̃s.fyʒ/plural: transfuges
transfuge is masculine or feminine depending on context in French.
deserter, defector, turncoat; defector
“transfuge de classe” — class defector
Synonyms: déserteur
Learned borrowing from Latin trānsfuga (“deserter”).