Detection and Classification of Intrusions and Faults using Sequences of System Calls

@article{Cabrera2001DetectionAC,
  title={Detection and Classification of Intrusions and Faults using Sequences of System Calls},
  author={Jo{\~a}o B. D. Cabrera and Lundy M. Lewis and Raman K. Mehra},
  journal={SIGMOD Record},
  year={2001},
  volume={30},
  pages={25-34}
}
This paper investigates the use of sequences of system calls for classifying intrusions and faults induced by privileged processes in Unix. Classification is an essential capability for responding to an anomaly (attack or fault), since it gives the ability to associate appropriate responses to each anomaly type. Previous work using the well known dataset from the University of New Mexico (UNM) has demonstrated the usefulness of monitoring sequences of system calls for detecting anomalies… CONTINUE READING
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