Project: AuditD Rule Writing for better Threat Detection on Linux devicesType: Final Year Degree Project (BSCS)Analyzed the limitations of Linux Auditd rules, and defined the Sigma rules to capture the suspicious log patterns on the Elastic stack. The Elastalert service was used to generate alerts on the detection of malicious activities