id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-3828	B. M. Bandgar	Analysis of Ransomware Attack Detection Using Machine Learning Algorithms	2025	13	.pdf	application/pdf	4658	284	41	This research explores machine learning models, including Random Forest, Gradient Boosting Machines (GBM), and Logistic Regression, to enhance ransomware attack detection. This research investigated the effectiveness of three machine learning models—Random Forest, Gradient Boosting Machines (GBM), and Logistic Regression—for ransomware attack detection.	cache/cana-3828.pdf	txt/cana-3828.txt