STM JOURNALSScientific Technical Medical

(JoNS)

Network Security

Journal of

May - August 2014

ISSN: 2321 – 8517

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Journal of Network Security

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(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

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Group Managing Editor Dr. Archana Mehrotra

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Puneet Pandeya

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Aditya Sanyal

Anupama Garg

Himani Pandey

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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

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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