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| Abstract: | This paper discusses our research in developing a generalized and systematic method for anomaly detection. The key ideas are to represent normal program behaviour using system call frequencies and to incorporate probabilistic techniques for classification to detect anomalies and intrusions. Using experiments on the sendmail system call data, we demonstrate that concise and accurate classifiers can be constructed to detect anomalies. An overview of the approach that we have implemented is provided. |
| Description: | JOURNAL OF SOFTWARE, VOL. 2, NO. 6, DECEMBER 2007 |
| URI: | http://dyuthi.cusat.ac.in/purl/3866 |
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| Anomaly Detection Using System Call.pdf | (312.1Kb) |
| Abstract: | In this paper we discuss our research in developing general and systematic method for anomaly detection. The key ideas are to represent normal program behaviour using system call frequencies and to incorporate probabilistic techniques for classification to detect anomalies and intrusions. Using experiments on the sendmail system call data, we demonstrate that we can construct concise and accurate classifiers to detect anomalies. We provide an overview of the approach that we have implemented |
| Description: | Availability, Reliability and Security, 2007. ARES 2007. The Second International Conference on |
| URI: | http://dyuthi.cusat.ac.in/purl/3864 |
| Files | Size |
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| Process Profili ... encies of System Calls.pdf | (268.7Kb) |
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