NEW YORK—A federal prosecutor said that a former Goldman Sachs Group Inc. director was part of an alleged insider-trading conspiracy with Galleon Group founder Raj Rajaratnam.

The statements at a court hearing Friday were the first time federal prosecutors had publicly cited the involvement of the former Goldman director, Rajat Gupta, in the alleged scheme.

Earlier...