In recent months Mr. Bloomberg 's Democratic challengers -- Fernando Ferrer , the former Bronx borough president ; C. Virginia Fields , the Manhattan borough president ; Council Speaker Gifford Miller ; and Representative Anthony D. Weiner -- have sought to chip away at the mayor 's support in areas where Mr. Giuliani was deeply popular , like parts of Queens , Brooklyn and Staten Island .