An encounter broke out between a group of criminals and Delhi Police personnel in Delhi's Connaught Place on Wednesday. Three of four criminals who opened fire at the police were caught while two of them were injured in the firing. Delhi Police chased down a group of criminals in a bid to crackdown on a racket of chain snatchers that have been prowling in the heart of Delhi for several weeks.