A Review on Soft Computing Technique in Intrusion Detection System
Intrusion Detection System is significant in network security. It detects and identifies intrusion behavior or intrusion attempts in a computer system by monitoring and analyzing the network packets in real time. In the recent year, intelligent algorithms applied in the intrusion detection system (I...
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| Format: | Article |
| Language: | en |
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WASET
2012
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| Online Access: | http://umpir.ump.edu.my/id/eprint/21196/1/WASET-A-Review-on-Soft-Computing-Technique-in-Intrusion-Detection-System.pdf http://umpir.ump.edu.my/id/eprint/21196/ https://waset.org/publications/13529/a-review-on-soft-computing-technique-in-intrusion-detection-system |
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| _version_ | 1831525541805555712 |
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| author | Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman |
| author_facet | Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman |
| author_sort | Sulaiman, Noor Suhana |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Intrusion Detection System is significant in network security. It detects and identifies intrusion behavior or intrusion attempts in a computer system by monitoring and analyzing the network packets in real time. In the recent year, intelligent algorithms applied in the intrusion detection system (IDS) have been an increasing concern with the rapid growth of the network security. IDS data deals with a huge amount of data which contains irrelevant
and redundant features causing slow training and testing process, higher resource consumption as well as poor detection rate. Since the amount of audit data that an IDS needs to examine is very large even for a small network, classification by hand is impossible. Hence, the primary objective of this review is to review the techniques prior to classification process suit to IDS data. |
| format | Article |
| id | my.ump.umpir.21196 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2012 |
| publisher | WASET |
| record_format | eprints |
| spelling | my.ump.umpir.211962018-05-25T06:36:34Z http://umpir.ump.edu.my/id/eprint/21196/ A Review on Soft Computing Technique in Intrusion Detection System Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman QA75 Electronic computers. Computer science Intrusion Detection System is significant in network security. It detects and identifies intrusion behavior or intrusion attempts in a computer system by monitoring and analyzing the network packets in real time. In the recent year, intelligent algorithms applied in the intrusion detection system (IDS) have been an increasing concern with the rapid growth of the network security. IDS data deals with a huge amount of data which contains irrelevant and redundant features causing slow training and testing process, higher resource consumption as well as poor detection rate. Since the amount of audit data that an IDS needs to examine is very large even for a small network, classification by hand is impossible. Hence, the primary objective of this review is to review the techniques prior to classification process suit to IDS data. WASET 2012 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/21196/1/WASET-A-Review-on-Soft-Computing-Technique-in-Intrusion-Detection-System.pdf Sulaiman, Noor Suhana and Rohani, Abu Bakar and Norrozila, Sulaiman (2012) A Review on Soft Computing Technique in Intrusion Detection System. International Journal of Computer, Electrical, Automation, Control and Information Engineering, 6 (12). pp. 1-6. (Published) https://waset.org/publications/13529/a-review-on-soft-computing-technique-in-intrusion-detection-system |
| spellingShingle | QA75 Electronic computers. Computer science Sulaiman, Noor Suhana Rohani, Abu Bakar Norrozila, Sulaiman A Review on Soft Computing Technique in Intrusion Detection System |
| title | A Review on Soft Computing Technique in Intrusion Detection System |
| title_full | A Review on Soft Computing Technique in Intrusion Detection System |
| title_fullStr | A Review on Soft Computing Technique in Intrusion Detection System |
| title_full_unstemmed | A Review on Soft Computing Technique in Intrusion Detection System |
| title_short | A Review on Soft Computing Technique in Intrusion Detection System |
| title_sort | review on soft computing technique in intrusion detection system |
| topic | QA75 Electronic computers. Computer science |
| url | http://umpir.ump.edu.my/id/eprint/21196/1/WASET-A-Review-on-Soft-Computing-Technique-in-Intrusion-Detection-System.pdf http://umpir.ump.edu.my/id/eprint/21196/ https://waset.org/publications/13529/a-review-on-soft-computing-technique-in-intrusion-detection-system |
| url_provider | http://umpir.ump.edu.my/ |