Web: http://arxiv.org/abs/2201.04424

Jan. 13, 2022, 2:20 a.m. | Anthony Melaragno, William Casey

cs.CR updates on arXiv.org arxiv.org

Ransomware has been an ongoing issue since the early 1990s. In recent times
ransomware has spread from traditional computational resources to
cyber-physical systems and industrial controls. We devised a series of
experiments in which virtual instances are infected with ransomware. We
instrumented the instances and collected resource utilization data across a
variety of metrics (CPU, Memory, Disk Utility). We design a change point
detection and learning method for identifying ransomware execution. Finally we
evaluate and demonstrate its ability to detect …


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