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Paul Turner discusses Public Key Infrastructure (PKI) in this tutorial. He explains that PKI involves obtaining certificates for websites to ensure secure connections, using a Registration Authority to verify the requester's authorization. In his scenario, Bob wants a certificate for his website Bob.com, and Sally wants to connect securely. The certificate authority verifies Bob's authorization before issuing the certificate. This process helps ensure the security of online connections.