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...

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Main Authors:	Adebayo, Olawale Surajudeen, Abdul Aziz, Normaziah
Format:	Conference or Workshop Item
Language:	English English English English
Published:	IEEE 2014
Subjects:	QA75 Electronic computers. Computer science
Online Access:	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

id	iium-49245
recordtype	eprints
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 Conference or Workshop Item 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
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English English English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Adebayo, Olawale Surajudeen Abdul Aziz, Normaziah An intelligence based model for the prevention of advanced cyber-attacks
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.
format	Conference or Workshop Item
author	Adebayo, Olawale Surajudeen Abdul Aziz, Normaziah
author_facet	Adebayo, Olawale Surajudeen Abdul Aziz, Normaziah
author_sort	Adebayo, Olawale Surajudeen
title	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_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_sort	intelligence based model for the prevention of advanced cyber-attacks
publisher	IEEE
publishDate	2014
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
first_indexed	2023-09-18T21:09:38Z
last_indexed	2023-09-18T21:09:38Z
_version_	1777411166306304000

An intelligence based model for the prevention of advanced cyber-attacks

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