Computer Science Engineering Research Projects

The department is actively involved in cutting edge research encompassing the areas of Cloud Computing, Data Mining, Image Processing, Network Security and Wireless Sensor Networks. The Department has also made significant contributions towards knowledge generation by presenting/publishing papers in National and International journals/Conferences through work of faculty members and UG/PG students.

Cloud Computing

Security in Cloud Computing

best engineering college in india

Resource Allocation in Cloud

best engineering college in india

Complexity of resource scheduling has increased as cloud computing is shifting from homogenous to heterogeneous nature, but still many aspects are unknown as it is in experimental stage.

The important aspects of Cloud Computing are:

Image Processing

best engineering college in india

Background Subtraction

Moving target detection in video sequences: Artificial Neural Network (ANN) approach is used to model the background and detecting the moving objects in video sequence. Approach is adaptive to the dynamic background. Besides the usefulness of being able to segment moving and non moving objects in video sequence, detecting moving objects provides provision for recognition, classification and activity analysis. Each pixel is modelled using Local Binary Pattern (LBP) calculated along a ­circular region of r radius over a pixel. Then Background model is built using Self Organizing Map ANN and the next incoming frames are compared against the background model using Mahalanobis distance to decide whether it belongs to background or foreground.

Wireless Sensor Networks

Wireless sensor network (WSN) consists of energy-constrained and storage-limited nodes equipped with sensor, processor, memory and wireless communication device able to communicate among them using wireless interfaces and collaborate to perform automated tasks requiring sensing capabilities. Routing protocols for wireless sensor networks are used to transmit messages from source to destination. They can be classified as unicast, broadcast and multicast. There have been a lot of multicast routing proposals for Ad-hoc networks, each of them based on different design constraints and decisions, application specific. Unfortunately, they cannot fulfil the unique requirements of WSNs effectively. best engineering college in india

Publications of Research Paper

Author Name Title of the Paper Name of Journal/Vol.No./Issue No./Page No. Year
Manjunath C R, Nagaraj G S , Srikanth S A Study on Energy Efficient Multicast Approach for Grid Based WSN International Journal of Computer Science Trends and Technology (I JCS T) – Volume 4 Issue 4,  ISSN: 2347-8578 2016
Manjunath C R, Nagaraj G S , Abhishek G A Study on Multi-Sink Data Aggregation in Wireless Sensor Network International Journal of Computer Science Trends and Technology (I JCS T) – Volume 4 Issue 4,  ISSN: 2347-8578 2016
N. Satish Kumar
G. Shobha
Background Modeling to Detect Foreground Objects Based on ANN and Spatio-Temporal Analysis Indonesian Journal of Electrical Engineering and Computer Science Vol. 2, No. 1, April 2016, pp. 151 ~ 160 2016
 Harshvardhan Tiwari, Satish Kumar N, Shobha G Preserving Confidentiality and Integrity of DICOM Images Using Cryptographic Algorithms VisionNet '16, September 21-24, 2016, Jaipur, India © 2016 ACM. ISBN 978-1-4503-4301-5/16/09 2016
N. Satish Kumar
Shobha G
Background Modelling and Foreground Object Detection for Indoor Video Sequences ©Springer Science+Business Media Singapore Proceedings of the International Conference on Data Engineering and Communication Technology, Advances in Intelligent Systems and Computing 2016
Madhu B.R.
Dr A.S. Manjunatha
Prakash Chandra
Chidananda Murthy P.
A Comparative Study of Algorithms for Efficient Dynamic Consolidation of Virtual Machines in Cloud International Journal of Applied Engineering Research, ISSN 0973-4562 Volume 11, Number 6 (2016), pp 4597-4600 2016
Chidananda Murthy P
Dr A.S. Manjunatha
Anku Jaiswal
Madhu B.R.
Building Efficient Classifiers for intrusion Detection with Reduction of Features International Journal of Applied Engineering Research, ISSN 0973-4562 Volume 11, Number 6 (2016), pp 4590-4596 2016
Prakash Chandra
Madhu B.R.
Chidananda Murthy P.
Live Virtual Machine Migration to Support Load Balancing in Cloud Computing Environment International Journal of Advanced Research in Computer Science and Software Engineering, ISSN: 2277 128X, Volume 6, Issue 6, June 2016 2016
Anku Jaiswal
Chidananda Murthy P
Madhu B.R.
Prevent DDOS Attack in Cloud using Machine Learning International Journal of Advanced Research in Computer Science and Software Engineering, ISSN: 2277 128X, Volume 6, Issue 6, June 2016 2016
Meenakshi Malhotra and T.R. Gopalakrishnan Nair Link intelligence establishing neurocognitive knowledge-processing capabilities in a knowledge network Brain Inspired Cognitive Architecture, Elsevier Editorial System, Vol. 16, pg. 75– 86, doi: 10.1016/j.bica.2016.04.001 2016
Meenakshi Malhotra and T.R. Gopalakrishnan Nair Knowledge Network Model with Neurocognitive Processing Capabilities. Cognitive Systems Research, Elsevier Editorial System, Vol. 40, pg. 186–201, doi: 10.1016/j.cogsys.2015.11.002 2016
Shubhamnagala B.R, Snehanshu saha, Application Security Risk: Assessment and Quantification ISACA journal in the  Issue 2, March 2016 Scopus indexed 2016
N.Neelima, E.Sreenivasa Reddy, Kalpitha.N An Integrated approach to CBIR using multiple features and HSV Histogram IJET/Vol 8 No 5 Oct-Nov 2016/Page No 1946 2016
N.Neelima, E.Sreenivasa Reddy, Kalpitha.N An Efficient QBIR System Using Adaptive Segmentation and Multiple Features Fourth International Conference on Recent Trends in Computer Science & Engineering (ICRTCSE 2016)/ Volume 87, 2016, Pages 134–139 2016
Divyashree HJ, Shanchiher Nikunj, Manjunath CR Security Of Smart Objects In IOT IJITR- International Journal Of Innovative Technology And Research, ISSN 2320 5547 2015
Manjunath C R,  Afreen , Nagaraja Gs  Efficient Qos Routing Approaches In Wireless Sensor Network: A Survey International Journal Of Emerging Technology In Computer Science & Electronics (IJETCSE) ISSN: 0976-1353 Volume 14 Issue 2 2015
Manjunath CR,
Sindhu Anand,
GS Nagaraja
An Hybrid Secure Scheme For Secure Transmission In
Grid Based Wireless Sensor Network
IEEE International Advance Computing Conference (IACC) 2015
Harsh V Dhadewa, N Hitesh Govind, 
Manjunath C R
 Security Threats And Countermeasures In Cloud – A Survey International Journal Of Applied Engineering Research, ISSN 0973-4562 Vol. 10 No.86 © Research India Publications 2015
 G N V Ravi Teja, Ashutosh Pandey,  Manjunath C R Cyber Attacks And Counter Measures - A Survey International Journal Of Applied Engineering Research, ISSN 0973-4562 Vol. 10 No.86 © Research India Publications 2015
Raghavendra K, Manjunath C R  Monitoring Smartphone Activity International Journal of Advanced Research in Computer Engineering & Technology (Ijarcet) Volume 4 Issue 7, Issn: 2278 – 1323 2015
Ranjith M
Manjunath C R, Prasanna Kumar C
 Blocking USB Drive From Virus Using Filtering Techniques International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 4 Issue 7, ISSN: 2278 – 1323 2015
 Nagashri K, Manjunath C R  Survey: Energy Efficient Routing Techniques In Mobile Wireless Sensor Network  International Journal of Computer Science Trends and Technology (IJCST) – Volume 3 Issue 4,
ISSN: 2347-8578
2015
Sushma. J
Manjunath C R
Secure Communication Using CP-ABE For Disruption Tolerant Sensor
Network
IJSRD - International Journal For Scientific Research & Development| Vol. 3, Issue 06, ISSN (Online): 2321-0613 2015
Maria Theresa Hoover
Manjunath C R
Behavioral Malware Detection In Delay Tolerant Sensor Network IJSRD - International Journal For Scientific Research & Development| Vol. 3, Issue 06, ISSN (Online): 2321-0613 2015
Srishaila Patil.B, Manjunath.C.R Hop-By-Hop Message Authentication Based On Block Cipher Approach In Wireless Sensor Networks International Journal Of Advanced Research In Computer Science & Technology, Vol. 3, Issue 3, ISSN : 2347 - 8446 (Online)
ISSN : 2347 - 9817 (Print)
2015
Krishna Prasad R.
Madhu B.R.
Effective Cloud Data Resource Allocation Model based on Automated Cloud Defragmentation Distribution Technique International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 10 No.86,
pp 254-258
2015
Krishna Prasad R.
Madhu B.R.
Expansion of Cloud Paradigms and Technologies as the Infrastructure of Cloud Computing International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 10 No.86,
pp 113- 119
2015
Meenakshi Malhotra and T.R. Gopalakrishnan Nair Evolution of Knowledge Representation and Retrieval Techniques. I. J. Intelligent Systems and Applications, Vol. 07, pg. 18-28 2015
Shubhamnagala B.R, Snehanshu saha, Jayalakshmi.M The Need for Measuring the Quality of Application Security American Society for Quality (ASQ) Journal, Software Quality Professional, Volume 17, Issue 2, March 2015. Scopus indexed 2015
Krishna Prasad .R, Madhu B.R Secure Defragmentation Based Dynamic Storage Allocation in Cloud International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Lavanya G S, and Pushpa H G, Development of Log Files Analysing Tool for Bmc Remedy Ar System International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Gurubalan T, Pushpa H G Real Time Meta Level Performance Analytics with
Big Data System
International Journal of Advanced Research in Computer Science & Technology, , ISSN : 2347 – 8446, Vol. 2, Issue 3, July - Sept. 2014 2014
Sanjay Rao H N, Pushpa H G Context-Aware Computing with Semantic Data International Journal of Advanced Research in Computer Science & Technology, ISSN : 2347 – 8446, Vol. 2, Issue 3, July - Sept. 2014 2014
Sanchaya S, Madhu B.R Dynamic Resource Allocation Using Load Balancing International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Unaiza Baseer, Madhu B.R Monitoring and Propagation of Alert Information in Cloud International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Usha L, Chidananda Murthy P Securing Data Against Botclouds and IP Spoofing International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Manjunath CR, Maria Theresa Hoover, Sushma J, Sindhu Anand Secure Multicast Scheme in Cluster Based Wireless Sensor Network  International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Manjunath C R, Manaswini C, Nilasini Bangar A Survey on Load Prediction Techniques in Cloud Environment International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Manjunath C R, Sindhu Anand Secure Multicasting using Geographical Information: A Cluster Based Approach in Wireless Sensor Networks International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Manjunath C R, Sindhu Anand, Jeevan Yadav N S Secure Transmission in MANET and Wireless Sensor Network International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, Vol. 3, Issue 5, May 2014. 2014
Deepitha, Manjunath C.R, Layer Based Secure Data Aggregation for Wireless Sensor Networks International Journal Of Engineering And Computer Science ISSN:2319-7242  Volume 3 Issue 6, June 2014, Page No. 6385-6388 2014
Manjunath CR1, Nagaraj G S2, Apoorva S3, Niranjan Cluster Based Efficient Location Aware – Source Multicast Routing Approach for Wireless Sensor Networks International Journal of Science and Research (IJSR), ISSN (Online): 2319-7064 2014
Yogavathi G and Manjunath C R, Rule Based Energy Consumption in Cluster Based Wireless Sensor Networks International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, 2014 2014
Meenakshi Malhotra and T.R. Gopalakrishnan Nair Computational Brain Modelling – The Pathway to Unfold the Secret of Human Brain Functioning CSI communications, SSN 0970-647X, Volume No. 38, Issue No. 7, 2014
Mradul Singh, Sandeep K, Software Bug Classification and assignment IOSR Journal of  Engineering (IOSRJEN), Volume 03, Issue 7 (July. 2013), PP 1-3, ISSN: 2278-8719, e-ISSN 2250-3021 2013
Jain Pratik P, Madhu B R, Data Mining based CIDS : Cloud Intrusion Detection System for Masquerade Attacks [DCIDSM] IEEE International Conference on Computing, Communication and Networking Technologies, July 4-6, 2013 2013
Niranjan A and C.R. Manjunath Modified QKD Approach for Secure Key Distribution Using Quantum Cryptography International Journal Network and Computer Engineering (IJNCE), ISSN 0975-6485, 2013 2013
Pavithra Vaman, C.R. Manjunath, Sandeep.K Integration of Steganography and Visual Cryptography for Authenticity International Journal of Emerging Technology and Advanced Engineering, Volume 3, Issue 6, June 2013, ISSN 2250-2459, ISO 9001:2008 Certified Journal 2013
Preethi Y. R., Manjunath C. R., Manohar M,  Nagaraj G S, Data Routing in In-network Aggregation in WSN: a Cluster Based approach International Journal of Modern Engineering Research (IJMER), Vol. 3, Issue. 3, May.-June. 2013 pp-1636-1640, ISSN: 2249-6645 2013
K V Sheelavathy , C R Manjunath Design and Implementation of Enhanced Secure Field Based Routing in Wireless Mesh Network (WMN) International Journal of Computer Science And Mobile Applications (IJCSMA), 2013
Anil Kumar H, Manjunath CR, Nagaraj GS, Rajashekar A Localization In Wireless Sensor Network International Journal of Engineering Research & Technology (IJERT) Vol. 2 Issue 5, ISSN: 2278-0181 2013
Gunti Spandan, Archana Patel , C R Manjunath, Nagaraj GS Data Aggregation Protocols in Wireless Sensor Networks International Journal of Computational Engineering Research (IJCER), Vol- 03 ,Issue- 5, ISSN : 2250 3005 2013
Madura sheetal , Manjunath CR , Santosh Naik A Study on Recent Trends and Developments in Intrusion Detection System  IOSR Journal of Computer Engineering (IOSR-JCE), Volume 11, Issue 6 (May. - Jun. 2013), PP 27-30, ISSN: 2278-8727, 2013 2013
Darshan R V, Manjunath C R, Nagaraj G S Local Maximum Lifetime Algorithms For Strong K-Barrier International Journal of Computational Engineering Research (IJCER), Vol- 03 ,Issue- 6, June- 2013, ISSN : 2250 3005 2013
Dr. G Shobha, N. Satish Kumar, Recent Trends in Machine Learning for Background Modeling and Detecting Moving Objects ISSN:2231-1963 volume 3 page No. 309-313 year 2012 2012
N.Satish Kumar, Dr. G. Shobha, Adaptive algorithm for background modeling and foreground object detection using neural network International conference at Planetary Research Center Dubai. 2012. 2012
N Satish Kumar, Dr. G. Shobha, Efficient and Reliable method for background modeling and foreground object detection for indoor video sequence International Conference on Electrical Engineering and Computer Science, 2012 2012