The techniques for computer security intrusion detection based on Preserving Embedding for Anomaly Detection

DOI

10.2991/mmebc-16.2016.126How to use a DOI?

Keywords

security intrusion detection, Preserving Embedding, Anomaly Detection

Abstract

Computer security has been attracting more and more attention ,since intrusion detection have become a significant threat in recent years. The techniques for intrusion detection are generally classified into two categories, which are anomaly detection and misuse detection respectively. In this paper, we mainly focus on anomaly detection on behavior of process which is in the form of system call traces. Each process trace is recorded by different system calls that can be naturally deemed as high dimensional data, as one operating system may have a great deal of different system calls. Thus, it is natural without any doubt to say that dimension reduction technique has the opportunity to make a better performance improvement by exploiting classifier in the low dimensional subspace.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Chunxia Zhao
AU  - Linjing Wang
AU  - Fan Liao
PY  - 2016/06
DA  - 2016/06
TI  - The techniques for computer security intrusion detection based on Preserving Embedding for Anomaly Detection
BT  - Proceedings of the 2016 6th International Conference on Machinery, Materials, Environment, Biotechnology and Computer
PB  - Atlantis Press
SP  - 587
EP  - 591
SN  - 2352-5401
UR  - https://doi.org/10.2991/mmebc-16.2016.126
DO  - 10.2991/mmebc-16.2016.126
ID  - Zhao2016/06
ER  -