MACHINE LEARNING-BASED TECHNIQUES FOR EFFECTIVE RANSOMWARE DETECTION. int. J. Eng. Res. Sci. Tech. 2025;21(2):735-746. doi:10.62643/ijerst.2025.v21.i2.pp735-746