The former contestant on "The Biggest Loser" gave birth July 18, but the news wasn't announced until this week.
Dillon was born two months after Anderson and her husband Sam Poueu confirmed they had separated and were in the process of filing for divorce.
They married in April 2012.
Poueu also competed on the television weight-loss program.
2014: The Year in Music [PHOTOS]