I am an MS student studying Computer Science working on log anomaly detection for security data to identify intrusions and attacks in streaming network traffic. My broader research interests include AI safety, security, and trustworthiness.
Education
M.S. in Computer Science, Case Western Reserve University, 2027
B.S.E in Biomedical Engineering, Case Western Reserve University, 2027
Awards and Honors
Junior-Senior Scholarship Award, 2025
I am applying K4, an log anomaly detection framework that uses unsupervised typicality learning over embedded sliding windows to identify abnormal events in streaming data. My research focuses on security datasets and network traffic logs to detect intrusions and attacks.
