AWS Podcast
Symmetric encryption uses the same key to encrypt and to decrypt data, whereas asymmetric uses a key pair, where one is public and another is private key; one is used for encryption as one is used for decryption.
Although asymmetric encryption tends to be quite a bit slower in terms of processor needs, it is often preferred for security.
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