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HMAC is a standard authentication mechanism used to authenticates to API servers. It uses a shared secret to generate a token for every request.
This method brings great benefits of security.
RSA is an asymmetric signature mechanism, it allows each peer to generate a secret privately and sign messages without sharing any secret. It reduces the risk of having the secret stolen and used by a malicious person.