"Yes, the boy Ishu has been rescued and arrests have been made," said Deputy Commissioner of Police (East) Ajay Kumar.
However, he refused to divulge further details.
The police had earlier suspected the role of someone close to the family.
The 29-year-old woman was strangled by three unidentified men on Saturday morning. The minor was also kidnapped by them.