PremFuse, a powerful open-source model, requires robust security measures to safeguard against malicious actors. To enhance its protection, we've implemented a multi-layered approach utilizing HoneyKris, an innovative defense framework. This strategy combines various layers of security, including input sanitization, runtime monitoring, and threat i