@book{56709,
	author = {Sonakul Kamnuanchai  and Chutiporn Anutariya, and PEA-AIT Education Cooperation Project,},
	title = {Hybrid machine learning for a real-time anomaly detection system in computer networks with the ELK stack using system logs and netflow data},
	publisher = {Asian Institute of Technology,},
	year = {2025},
	series = {Thesis ;},
	address = {Pathum Thani, Thailand :},
	note = {A thesis submitted in partial fulfillment of the requirements for the  degree of Master of Engineering in Data Science and Artificial Intelligence},
	url = {http://203.159.5.9/ait-thesis/detail.php?q=B23672}
}