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STM JOURNALSScientific Technical Medical
(JoNS)
Network Security
Journal of
May - August 2014
ISSN: 2321 – 8517
STM Publication, a strong initiative by Consortium E-Learning Network Private ltd.(Estd. 2006) was launched in the
year 2010 under the support and guidance by our esteemed Editorial and Advisory board members from renowned
institutes.
Objectives of STM Publication(s):
?Scientific, Technical and Medical research promotions.
?Publication of genuine Research/Review, Short Articles and Case Studies through proper review
process.
?Publishing Special Issues on Conferences.
?Preparing online platform for other print Journals.
?Empowering the libraries with online and print Journals in Scientific, Technical and Medical
domains.
?Publishing and distribution of books on various subjects which mainly falls in the category of
Nanotechnology, Scientific and technical writing & Environment, Health and Safety.
Salient Features:
?A bouquet of 100+ Journals that fall under Science, Technical & Medical domains.
?Employs Open Journals System (OJS) A Journal Management & Publishing System.
?The first and one of the fastest growing publication website in India as well as in abroad for its quality
and coverage.
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?Facilitates linking with the other authors or professionals.
?Worldwide circulation and visibility.
Journal of Network Security
Focus and Scope Covers
Journal of Network Security is published (frequency: three times a year) in India by STM Journals (division of
Consortium e-Learning Network Private Ltd. Pvt.) The views expressed in the articles do not necessarily reflect of the
Publisher. The publisher does not endorse the quality or value of the advertised/sponsored products described therein.
Please consult full prescribing information before issuing a prescription for any products mentioned in this publication.
No part of this publication may be reproduced, stored in retrieval system or transmitted in any from without written
permission of the publisher.
To cite any of the material contained in this Journal, in English or translation, please use the full English reference at the
beginning of each article. To reuse any of the material, please contact STM Journals ([email protected])
(ISSN: 2321-8517)
?Internet, Network and Wireless Network Security& Applications
?Mobile, Sensor Network, Database and System Security
?Virus, worms, Trojan Protection, E-mail security, Spam, Phishing and E-mail fraud
?Security threats & countermeasures (DDoS, MiM, Session Hijacking, Replay attack etc,)
?Cryptographic protocols
? Intrusion Detection and Prevention
STM Publication(s)
STM Journals (division of Consortium e-Learning Network Private Ltd. ) having its Marketing office located at Office
No. 4, First Floor, CSC pocket E Market, Mayur Vihar Phase II, New Delhi-110091, India is the Publisher of Journal.
Statements and opinions expressed in the Journal reflect the views of the author(s) and are not the opinion of STM
Journals unless so stated.
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To purchase print compilation of back issues please send your query at [email protected]
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Consortium E-Learning Network. Pvt. ltd., payable at Delhi/New Delhi.
Online Access Policy
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In order to provide maximum citation and wide publicity to the authors work, STM Journals also have Open Access
Policy, authors who would like to get their work open access can opt for Optional Open Access publication at
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also very welcome.
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If you have any questions, please contact the Publication Management Team:
[email protected]; Tel : +91 0120-4781211.
Chairman
Mr. Puneet Mehrotra
Managing Director STM Journals, Consortium eLearning Network Pvt. Ltd.(CELNET)
Noida ,India
Group Managing Editor Dr. Archana Mehrotra
DirectorCELNET, Delhi, India
Puneet Pandeya
ManagerMonika Malhotra
Assistant Manager
Assistant Editors
Aditya Sanyal
Anupama Garg
Himani Pandey
Publication Management Team
Internal Members
External Members
Dr. Bimlesh Lochab
Industrial Tribology Machine Dynamics & Maintenance
Engineering Centre (ITMMEC)
Indian Institute of Technology Delhi, India
Prof. S. Ramaprabhu
Alternative Energy Technology Laboratory,
Department of Physics,
Indian Institute of Technology, Chennai, India
Dr. Rajiv Prakash
School of Materials Science and Technology,
Institute of Technology, Banaras Hindu University,
Varanasi, India
Dr. Rakesh Kumar
Assistant Professor, Department of
Applied Chemistry, BIT Mesra,
Patna, India
Associate Editors
Gargi Asha Jha
Nupur Anand
Priyanka Aswal
Sona Chahal
STM Journal (s) Advisory Board
Dr. Ashish RunthalaLecturer, Biological Sciences Group,
Birla Institute of Technology & Science, Pilani Rajasthan, India.
Dr. Baldev Raj
Former Director, Indira Gandhi Centre for Atomic Research, India.
Chairman, National Institute of Technology Puducherry, India.
Dr. Baskar KaliyamoorthyAssociate Professor, Department
of Civil Engineering National Institute of Technology Trichy, India.
Prof. Bankim Chandra RayProfessor and Head, Department of
Metallurgical and Materials Engineering National Institute of Technology,
Rourkela, India.
Prof. D. N. Rao Professor, Department of Biochemistry,
AIIMS, New Delhi, India.
Prof. Jugal KishoreProfessor, Department of Community
Medicine, Maulana Azad Medical College, New Delhi, India.
Dr. Pankaj PoddarScientist, Physical & Materials ChemistryDivision, National Chemical Laboratory,
Pune, India.
Dr. Hardev Singh VirkProfessor Emeritus, Eternal
University, Baru Sahib, India.
Dr. Nandini Chatterjee SinghAssociate Professor,
National Brain Research Centre, Manesar, India.
Dr. Shankargouda PatilAsst. Prof., Department of Oral
Pathology, KLE Society's Institute of Dental Sciences, Bangalore, India.
Prof. Subash Chandra MishraProfessor, Metallurgical & Materials
Engineering Department, NIT, Rourkela, India.
Prof. Yuwaraj Marotrao GhugalProfessor and Head Department, Govt.College of Engineering Station Road,
Osmanpura, Aurangabad, India.
Prof. Sundara RamaprabhuProfessor, Department of Physics
Indian Institute of Technology Madras, India.
Dr. Shrikant Balkisan DhootHead Research & Development,
Nurture Earth R&D Pvt LtdMIT Campus, Beed bypass road,
Aurangabad, India.
Dr. Rakesh KumarAssistant Professor,
Department of Applied Chemistry, BIT Mesra, Patna, India.
Dr. Priyavrat TharejaHead, Materials and Metallurgical
Engineering department, PEC University of Technology,
Chandigarh, India.
STM Journal (s) Advisory Board
Editorial Board
Dr. Divakar Singh YadavDept. of Computer Science & Engineering,
Institute of Engineering and Technology UP Technical University, Lucknow, India
Maj. Gen Anil kumar Jain Amity University, India
Dr. Mark BurginDept. of Mathematics, UCLA, Los Angeles,
CA 90095, USA, United States
Yaduvir SinghDepartment of Electrical and Instrumentation Engineering,
Thapar University, Patiala Punjab, India
Dr. Gunamani JenaME CSE, PhD, FIE, MIEEE,
LMISTE, MCSI, India
Senthil Kumar A.V.Hindusthan College of Arts
and Science, Coimbatore, India
Dr. Adesh Kumar SharmaNational Dairy Research Institute
(Deemed University), Indian Council of Agriculture, Haryana, India
Prof. Prasanta K. JanaIndian School of Mines, Dhanbad
Dr. B.L. ShivakumarAssoc. Prof., Dept. of Computer Applications,
Sri Ramakrishna Engineering College, NGGO Colony Post, Coimbatore, India
I take the privilege to present the hard copy compilation for the [Volume 2 Issue (2)] Journal of
Network Security (JoNS). The intension of JoNS is to create an atmosphere that stimulates
creativeness, research and growth in the area of Network Security .
The development and growth of the mankind is the consequence of brilliant Research done by
eminent Scientists and Engineers in every field. JoNS provides an outlet for Research findings and
reviews in areas of Network Security found to be relevant for National and International recent
developments & research initiative.
The aim and scope of the Journal is to provide an academic medium and an important reference for
the advancement and dissemination of Research results that support high level learning, teaching and
research in the domain of Network Security .
Finally, I express my sincere gratitude and thanks to our Editorial/ Reviewer board and Authors for
their continued support and invaluable contributions and suggestions in the form of authoring write-
ups/ reviewing and providing constructive comments for the advancement of the journals. With
regards to their due continuous support and co-operation, we have been able to publish quality
Research/Review findings for our customers base.
I hope you will enjoy reading this issue and we welcome your feedback on any aspect of the Journal.
Dr. Archana Mehrotra
Director
STM Journals
Director's Desk
STM JOURNALS
1. Hybrid Model for Adaptive-IDS using Machine Learning Approach V. K. Pachghare, Avinash R. Kshirsagar, Rahul B. Adhao 1
2. A Comprehensive Methodology for Data Security and Privacy in Cloud Computing Systems Abid Hussain Wani 5
ContentsJournal of Network Security
JoNC (2014)© STM Journals 2014. All Rights Reserved
Journal of Network Security ISSN: 2321-8517 (online)
Volume 2, Issue 2
www.stmjournals.com
Hybrid Model for Adaptive-IDS using Machine
Learning Approach
V. K. Pachghare*, Avinash R. Kshirsagar, Rahul B. Adhao Department of Computer Engineering and IT, College of Engineering, Pune, India
Abstract Increasing need and use of internet is encouraging the development of new protocols,
applications, services, etc. Even though these new developments are more robust than the
previous ones, the network attacks are also emerging and are increasing security threat. The intrusion detection systems are not able to detect all types of attacks, so a solution to
this problem is to combine some intrusion detection approaches to cope with the attacks
effectively. An adaptive intrusion detection system takes proper decision to detect attacks properly resulting in high accuracy. The experimentation on proposed system which
combines four approaches indicates enhanced performance.
Keywords: Intrusion detection, adaptability, machine learning, ensemble
JoNC (2014) © STM Journals 2014. All Rights Reserved
Journal of Network Security ISSN: 2321-8517 (online)
Volume 2, Issue 2
www.stmjournals.com
A Comprehensive Methodology for Data Security and
Privacy in Cloud Computing Systems
Abid Hussain Wani* Department of Computer Science, South Campus, University of Kashmir, Srinagar, India
Abstract Cloud computing encompasses computing with a pool of virtualized computer resources. A cloud provides for self-recovering highly-scalable programming models,
workloads to recover from hardware/software failures and rebalance allocations, can host different workloads and allows workloads to be deployed/scaled-out on-demand
by rapid provisioning of virtual or physical machines. The idea is to move desktop
computing to a service-oriented platform using server clusters and huge databases at data centers. Cloud computing has become a standard method of software operation
for many businesses. However, challenges are being faced by both research and
professional cloud computing communities on optimized architectures, quality reliability, data security and privacy fronts. Services offered in cloud computing face
the overwhelming challenges to ensure the proper physical, logical and personnel security controls, especially when considering the fact that cloud computing moves the
application software and databases to the large data centers and in doing so the
management of the data and services may not be fully trustworthy. In this paper, the main focus is given to highlight and investigate the data storage from perspective of
threats and attacks and potential solution strategies. The paper also proposes an
effective and flexible distributed scheme with two salient features, i.e., achieving the integration of storage correctness insurance and data error localization.
Keywords: Cloud computing, security methodology, threats and attacks, storage
correctness, distributed storage system security