A semantic ontology based concept for measuring security compliance of cloud service providers

العناوين الأخرى

قياس الامتثال الأمني لمقدمي الحوسبة السحابية مبني على مفهوم الأنتولوجي الدلالي

مقدم أطروحة جامعية

al-Hassan, Mustafa Numan Murad

مشرف أطروحة جامعية

al-Huraybat, Muhammad

أعضاء اللجنة

al-Bahadili, Husayn
Naum, Riyad Shakir
Kayid, Ahmad A.

الجامعة

جامعة الشرق الأوسط

الكلية

كلية تكنولوجيا المعلومات

القسم الأكاديمي

قسم نظم المعلومات الحاسوبية

دولة الجامعة

الأردن

الدرجة العلمية

ماجستير

تاريخ الدرجة العلمية

2013

الملخص الإنجليزي

Cloud computing is Internet-based computing, whereby shared resources, software and information, are provided with computers and devices on-demand.

It also makes security problems more complicate and more important for Cloud Service Provider (CSP) and consumer than before.

International standard organizations issue security-related standards and guidance which can be used in cloud environment such as ISO/IEC 27001.

This thesis explores the possibility to measure security compliance for data breaches threat based semantic similarity measure between the documents of standard compliments and CSP response against data breaches threat.

We developed a model that measures security compliance of CSP with the major international standard organization against data breaches threat.

Our model consists of three stages: (1) Extracting ontology concepts of CC threat (2) Extracting ontology concepts of CSP (3) Matching Process among the both ontology concepts.

The matching process has done by using semantic similarity measure.

Also during our study, we collected and studied many documents and reports that discussed data breaches threat.

Then we classified it into group of (Control Area), identify the items that cover each control area.

Also tested 5 CSPs to measure their security compliance by collection their data related to each control area; then convert it into text file in order extracting ontology concepts.

Our results were promising (0.885 %) Mean Square Error (MSE) between our measure and human judges.

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

عدد الصفحات

75

قائمة المحتويات

• APA
• MLA
• AMA

لغة النص

الإنجليزية

نوع البيانات

رسائل جامعية

رقم السجل

BIM-694296