An intelligence based model for the prevention of advanced cyber-attacks
The trend and motive of Cyber-attacks have gone beyond traditional damages and challenges to information stealing for political and economic gain. With the recent APT (Advance Persistent Threat), which comprises of Zero-day malware, Polymorphic malware, and Blended threat, the task of protecting vit...
| Main Authors: | , |
|---|---|
| Format: | Proceeding Paper |
| Language: | English English English English |
| Published: |
IEEE
2014
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/49245/ http://irep.iium.edu.my/49245/1/Intelligent_based_model-preven-cyberattacks-ICT4M-Kuching.pdf http://irep.iium.edu.my/49245/3/07020681.pdf http://irep.iium.edu.my/49245/4/07020579.pdf http://irep.iium.edu.my/49245/8/49245_An%20intelligence%20based%20model_scopus.pdf |
| _version_ | 1848783424321486848 |
|---|---|
| author | Adebayo, Olawale Surajudeen Abdul Aziz, Normaziah |
| author_facet | Adebayo, Olawale Surajudeen Abdul Aziz, Normaziah |
| author_sort | Adebayo, Olawale Surajudeen |
| building | IIUM Repository |
| collection | Online Access |
| description | The trend and motive of Cyber-attacks have gone beyond traditional damages and challenges to information stealing for political and economic gain. With the recent APT (Advance Persistent Threat), which comprises of Zero-day malware, Polymorphic malware, and Blended threat, the task of protecting vita infrastructures are increasingly becoming difficult. This paper proposes an intelligence based technique that combined the traditional signature based detection with the next generation based detection. The proposed model consists of virtual execution environment, detection, and prevention module. The virtual execution environment is designated to analyze and execute a suspected file contains malware while other module inspect, detect, and prevent malware execution based on the intelligent gathering in the central management system (CMS). The model based on Next Generation Malware Detection of creating threat intelligence for future occurrence prevention. The new model shall take into consideration lapses and benefits of the existing detectors. |
| first_indexed | 2025-11-14T16:21:08Z |
| format | Proceeding Paper |
| id | iium-49245 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English English |
| last_indexed | 2025-11-14T16:21:08Z |
| publishDate | 2014 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-492452017-09-06T03:43:41Z http://irep.iium.edu.my/49245/ An intelligence based model for the prevention of advanced cyber-attacks Adebayo, Olawale Surajudeen Abdul Aziz, Normaziah QA75 Electronic computers. Computer science The trend and motive of Cyber-attacks have gone beyond traditional damages and challenges to information stealing for political and economic gain. With the recent APT (Advance Persistent Threat), which comprises of Zero-day malware, Polymorphic malware, and Blended threat, the task of protecting vita infrastructures are increasingly becoming difficult. This paper proposes an intelligence based technique that combined the traditional signature based detection with the next generation based detection. The proposed model consists of virtual execution environment, detection, and prevention module. The virtual execution environment is designated to analyze and execute a suspected file contains malware while other module inspect, detect, and prevent malware execution based on the intelligent gathering in the central management system (CMS). The model based on Next Generation Malware Detection of creating threat intelligence for future occurrence prevention. The new model shall take into consideration lapses and benefits of the existing detectors. IEEE 2014-11-17 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/49245/1/Intelligent_based_model-preven-cyberattacks-ICT4M-Kuching.pdf application/pdf en http://irep.iium.edu.my/49245/3/07020681.pdf application/pdf en http://irep.iium.edu.my/49245/4/07020579.pdf application/pdf en http://irep.iium.edu.my/49245/8/49245_An%20intelligence%20based%20model_scopus.pdf Adebayo, Olawale Surajudeen and Abdul Aziz, Normaziah (2014) An intelligence based model for the prevention of advanced cyber-attacks. In: Information and Communication Technology for The Muslim World (ICT4M), 2014 The 5th International Conference on, 17-18 Nov. 2014, Kuching, Sarawak, Malaysia. http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7006292 |
| spellingShingle | QA75 Electronic computers. Computer science Adebayo, Olawale Surajudeen Abdul Aziz, Normaziah An intelligence based model for the prevention of advanced cyber-attacks |
| title | An intelligence based model for the prevention of advanced cyber-attacks |
| title_full | An intelligence based model for the prevention of advanced cyber-attacks |
| title_fullStr | An intelligence based model for the prevention of advanced cyber-attacks |
| title_full_unstemmed | An intelligence based model for the prevention of advanced cyber-attacks |
| title_short | An intelligence based model for the prevention of advanced cyber-attacks |
| title_sort | intelligence based model for the prevention of advanced cyber-attacks |
| topic | QA75 Electronic computers. Computer science |
| url | http://irep.iium.edu.my/49245/ http://irep.iium.edu.my/49245/ http://irep.iium.edu.my/49245/1/Intelligent_based_model-preven-cyberattacks-ICT4M-Kuching.pdf http://irep.iium.edu.my/49245/3/07020681.pdf http://irep.iium.edu.my/49245/4/07020579.pdf http://irep.iium.edu.my/49245/8/49245_An%20intelligence%20based%20model_scopus.pdf |