Synonyms for Decoy (same or very similar meaning)
WordNet sense 1 (a beguiler who leads someone into danger (usually as part of a plot)):
steerer
WordNet sense 2 (something used to lure victims into danger):
bait, lure
From the ODE community, based on WordNet
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