Currently, I am creating keyPair using this method
private KeyPair getKeyPair() throws NoSuchAlgorithmException, NoSuchProviderException, InvalidAlgorithmPa
The documentation for KeyPairGenerator says that the initialize(int, SecureRandom)
does this:
Initializes the key pair generator for a certain keysize with the given source of randomness (and a default parameter set).
KeyPairGenerator is an abstract class, and I assume that this "default parameter set" is determined by a specific subclass you are using. You might try to figure out what class your KeyPairGenerator object really is, and then consult the documentation of that class to learn where you can set its default parameters.