Kalasalingam Academy of Research and Education

Integration of AI-based load forecasting and hybrid metaheuristic optimization for sustainable capacity expansion planning in decarbonized solar energy systems

With progressive integration of renewable generation and energy storage techniques, it is crucial to examine the modelling techniques and assumptions of capacity expansion planning (CEP) for power grids dominated by thermal-based systems. The proposed framework integrates artific...

Profiling the Invisible Insider: A UEBA-Based Machine Learning Framework for Low-and-Slow Data Exfiltration Detection

Low-and-slow data exfiltration by malicious insiders remains among the most operationally difficult threat classes to detect: the behavior is unremarkable in any individual session and becomes recognizable only across weeks of otherwise routine activity. This paper presents a UEB...