RansomGuard: a framework for proactive detection and mitigation of cryptographic windows ransomware

Experimental results demonstrate the robustness and adaptability of the proposed RansomGuard framework that achieved up to 99.87% accuracy while maintaining an exceptionally low false positive rate and is effective in combating various ransomware threats.