Intrusion Response Systems: Foundations, Design, and Challenges
In the last few decades, various network attacks have emerged. This phenomenon requires serious consideration to address its extensive consequences. To overcome the effects of network attacks, an appropriate intrusion detection system and a real-time intrusion response system are required. In this p...
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| Format: | Article |
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Elsevier
2016
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| _version_ | 1796991037741203456 |
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| author | Zakira, Inayat Abdullah, Gani Nor Badrul, Anuar Muhammad Khuram, Khan Shahid, Anwar |
| author_facet | Zakira, Inayat Abdullah, Gani Nor Badrul, Anuar Muhammad Khuram, Khan Shahid, Anwar |
| author_sort | Zakira, Inayat |
| collection | UMP |
| description | In the last few decades, various network attacks have emerged. This phenomenon requires serious consideration to address its extensive consequences. To overcome the effects of network attacks, an appropriate intrusion detection system and a real-time intrusion response system are required. In this paper, we present an IRS taxonomy based on design parameters to classify existing schemes. Furthermore, we investigate the essential response design parameters for IRS to mitigate attacks in real time and obtain a robust output. The majority of existing schemes disregard the importance of semantic coherence and dynamic response parameters in the response selection process. Therefore, most existing schemes produce inaccurate results by generating false alarms. These design parameters are comprehensively discussed in this paper. We have qualitatively analyzed existing IRS schemes on the basis of the response design parameters. Open research challenges are identified to highlight key research areas in this research domain. |
| first_indexed | 2024-03-06T12:00:23Z |
| format | Article |
| id | UMPir11801 |
| institution | Universiti Malaysia Pahang |
| last_indexed | 2024-03-06T12:00:23Z |
| publishDate | 2016 |
| publisher | Elsevier |
| record_format | dspace |
| spelling | UMPir118012019-10-15T07:30:24Z http://umpir.ump.edu.my/id/eprint/11801/ Intrusion Response Systems: Foundations, Design, and Challenges Zakira, Inayat Abdullah, Gani Nor Badrul, Anuar Muhammad Khuram, Khan Shahid, Anwar QA76 Computer software In the last few decades, various network attacks have emerged. This phenomenon requires serious consideration to address its extensive consequences. To overcome the effects of network attacks, an appropriate intrusion detection system and a real-time intrusion response system are required. In this paper, we present an IRS taxonomy based on design parameters to classify existing schemes. Furthermore, we investigate the essential response design parameters for IRS to mitigate attacks in real time and obtain a robust output. The majority of existing schemes disregard the importance of semantic coherence and dynamic response parameters in the response selection process. Therefore, most existing schemes produce inaccurate results by generating false alarms. These design parameters are comprehensively discussed in this paper. We have qualitatively analyzed existing IRS schemes on the basis of the response design parameters. Open research challenges are identified to highlight key research areas in this research domain. Elsevier 2016 Article PeerReviewed Zakira, Inayat and Abdullah, Gani and Nor Badrul, Anuar and Muhammad Khuram, Khan and Shahid, Anwar (2016) Intrusion Response Systems: Foundations, Design, and Challenges. Journal of Network and Computer Applications, 62. pp. 53-74. ISSN 1084-8045. (Published) http://dx.doi.org/10.1016/j.jnca.2015.12.006 DOI: 10.1016/j.jnca.2015.12.006 |
| spellingShingle | QA76 Computer software Zakira, Inayat Abdullah, Gani Nor Badrul, Anuar Muhammad Khuram, Khan Shahid, Anwar Intrusion Response Systems: Foundations, Design, and Challenges |
| title | Intrusion Response Systems: Foundations, Design, and Challenges |
| title_full | Intrusion Response Systems: Foundations, Design, and Challenges |
| title_fullStr | Intrusion Response Systems: Foundations, Design, and Challenges |
| title_full_unstemmed | Intrusion Response Systems: Foundations, Design, and Challenges |
| title_short | Intrusion Response Systems: Foundations, Design, and Challenges |
| title_sort | intrusion response systems foundations design and challenges |
| topic | QA76 Computer software |
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