He was accompanied at the press conference by his sister and Congress MP Priya Dutt.
On March 21, the Supreme Court upheld Sanjay's conviction under the Arms Act in the 1993 Mumbai serial blasts case and sentenced him to five years in jail.
He was asked to surrender in four weeks to serve his remaining term of about three-and-half years as he has already spent 18 months in jail.