P. Sammulal

Cloud-Based Security Analytics SIEM Using ELK Stack and Machine Learning

The proposed framework integrates Elasticsearch, Logstash, and Kibana with supervised machine learning algorithms to automate log collection, processing, threat classification, and security visualization and provides an efficient, scalable, and intelligent approach for enhancing cybersecurity monitoring.