Context Word: scam. 
Question: PersonX felt intense regret that PersonY had fallen victim to the scam, since _ was inexperienced in detecting fraudulent transactions. 
Answer: PersonX
PersonX felt intense regret that PersonY had fallen victim to the scam, since _ was experienced in detecting fraudulent transactions.