Currently, I am creating keyPair using this method
private KeyPair getKeyPair() throws NoSuchAlgorithmException, NoSuchProviderException, InvalidAlgorithmPa
Your code is already sufficient, and specifying "secp256k1" already sets the correct size. The initialize(int, SecureRandom)
method is an alternative to initialize(AlgorithmParameterSpec, SecureRandom)
; you call one or the other, not both. If you call the one specifying the keysize (say, 256), the BC provider will try to choose a default curve of the right size (for 256, it will be "prime256v1" a.k.a. "P-256" or "secp256r1").