Firmware Malware Infection Resisting Standard Removal Methods

Despite running multiple antivirus scans and using typical cleanup tools, the malware remains active at the firmware level, making it difficult to eliminate completely. I need guidance on advanced techniques or specialized tools to effectively detect and remove this firmware-based threat and secure my system.