"After totally justified medical treatment dispensed conforming to the rules, three Racing players saw their medical confidentiality breached when details were reported by the media," Racing added.
"This serious and evident violation must not create any future difficulty for anyone wishing to work securely and transparently with the relevant anti-doping institutions."
Corticosteroids can be used to combat pain, inflammation or allergies.
They can be taken legally or illegally, depending on the method of ingestion.
It is illegal to take corticosteroids orally or have them injected in either the blood or muscle, but they can be injected into joints or inhaled.
Even if taken in a banned manner, athletes can gain permission to do so by applying for the controversial Therapeutic Use Exemption.
French sports daily L'Equipe originally revealed the positive tests on October 7.
French television channel Canal+ claimed Carter's corticosteroid readings showed 81 nanogrammes per millilitre, with 49 for Rokocoko and 31 for Imhoff, while the World Anti-Doping Agency has set a limit of 30.