A metamorphic virus detection technique using artificial immune system
Other Title(s)
آلية لاكتشاف الفيروسات المتحولة باستخدام نظام اصطناعي منيع
Dissertant
Thesis advisor
al-Rababiah, Mamun S.
al-Dawud, Isam F.
Comitee Members
Ababinah, Ismail M.
Bani Muhammad, Sad
Hamidi, Ismail I.
University
Al albayt University
Faculty
Prince Hussein Bin Abdullah Faculty for Information Technology
Department
Department of Computer Science
University Country
Jordan
Degree
Master
Degree Date
2011
English Abstract
A fair number of metamorphic virus studies and papers are existed in these days, some of them are listed in this thesis, but none of them has a satisfactory discussion for all metamorphic techniques and detection methods, none of them also have implemented a software detector to detect metamorphic viruses.
This thesis aims at a satisfactory discussion for all metamorphic techniques used by virus writers so far, and to implement our proposed detector technique in detecting metamorphic viruses.
It accomplishes this by an in-depth research on malware and metamorphic viruses.
This thesis introduces a new artificial immune system for metamorphic viruses detection, the suggested system uses components and techniques found in the biological immune system such as multilayer, self, non-self, skin, skeleton, B-cell and receptors.
In this study; metamorphic viruses are generated by two tools: Next Generation Virus Creation Kit (NGVCK0.30) and Virus Creation Lab for Windows 32 (VCL32).
The implementation shows that 100% of metamorphic viruses can be detected by using the suggested system.
Main Subjects
Information Technology and Computer Science
Topics
No. of Pages
118
Table of Contents
Table of contents.
Abstract.
Chapter One : introduction.
Chapter Two : introduction to malware.
Chapter Three : Metamorphic viruses techniques and tools.
Chapter Four : metamorphic viruses detection using artificial immune system.
Chapter Five : results.
Chapter Six : conclusion and future works.
References.
American Psychological Association (APA)
al-Shbail, Ahd Muttalib. (2011). A metamorphic virus detection technique using artificial immune system. (Master's theses Theses and Dissertations Master). Al albayt University, Jordan
https://search.emarefa.net/detail/BIM-307544
Modern Language Association (MLA)
al-Shbail, Ahd Muttalib. A metamorphic virus detection technique using artificial immune system. (Master's theses Theses and Dissertations Master). Al albayt University. (2011).
https://search.emarefa.net/detail/BIM-307544
American Medical Association (AMA)
al-Shbail, Ahd Muttalib. (2011). A metamorphic virus detection technique using artificial immune system. (Master's theses Theses and Dissertations Master). Al albayt University, Jordan
https://search.emarefa.net/detail/BIM-307544
Language
English
Data Type
Arab Theses
Record ID
BIM-307544
