Encryption protocols like TLS secure socket communication by encrypting data in transit using asymmetric and symmetric cryptography. Implementing SSL in Python involves wrapping sockets, managing certificates for authentication, configuring cipher suites, and testing with tools like openssl to ensure robust, secure client-server connections.