International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 109

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015


Privacy Conserving Gradient Descent Method Applied for Neural Network with Distributed Datasets

Sachin P. Yadav, Amit B. Chougule


Abstract: The learning problems have to be concerned about distributed input data, because of gradual expansion of distributed computing environment. It is important to address the privacy concern of each data holder by extending the privacy preservation concept to original learning algorithms, to enhance co-operations in learning. In this project, focus is on protecting the privacy in significant learning model i. e. Multilayer Back Propagation Neural Network using Gradient Descent Methods. For protecting the privacy of the data items (concentration is towards Vertically Partitioned Data and Horizontally Partitioned Data), semi honest model and underlying security of El Gamal Scheme is referred [7].


Keywords: Cryptography Techniques, Distributed Datasets, Gradient Descent Methods, Back Propagation Neural Network


Edition: Volume 4 Issue 6, June 2015,


Pages: 1592 - 1597


How to Cite this Article?

Sachin P. Yadav, Amit B. Chougule, "Privacy Conserving Gradient Descent Method Applied for Neural Network with Distributed Datasets", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB155632, Volume 4 Issue 6, June 2015, 1592 - 1597

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Cryptography Techniques'

Downloads: 111

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2701 - 2704

Review on Self Organized Trust Model for Distributed Systems

Suyog Ashokrao Nagare

Share this Article

Downloads: 116

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016

Pages: 1002 - 1007

Cryptography Techniques based on Security of AODV in MANETs - A Survey

Ankita Singh, Mahima Sharma

Share this Article

Similar Articles with Keyword 'Back Propagation Neural Network'

Downloads: 107

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 1212 - 1215

A Novel Hybrid Face Recognition Algorithm Based On Neural Network with Fuzzy Sets

Raunil Singh, Kiran Gupta

Share this Article

Downloads: 115

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1154 - 1158

Face Illumination and Occlusion based Experimental Research on Face Recognition using Artificial Neural Network

Dr. V. S. Manjula

Share this Article

Similar Articles with Keyword 'Cryptography'

Downloads: 117 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 991 - 995

A Study and Comparative Analysis of Cryptographic Algorithms for Various File Formats

M. Meena, A. Komathi

Share this Article

Downloads: 1

Student Project, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 475 - 485

Light Weight WSN Authentication Protocol Suite

Rahul K Drolia

Share this Article

Similar Articles with Keyword 'Techniques'

Downloads: 108

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1375 - 1390

A Survey of Thinning Techniques on Two Dimensional Binary Images

Moumita Sarkar, Santanu Chatterjee

Share this Article

Downloads: 155

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 868 - 874

Study of Power Management in Adhoc Networks

Anandhi Giri, S. K. Srivatsa

Share this Article

Similar Articles with Keyword 'Distributed'

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1751 - 1754

Joining Delay; Packet Delivery and Limitations of EGMP

G. Anandhi, Dr. S. K. Srivatsa

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'Datasets'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 11, November 2021

Pages: 1220 - 1223

Emotion Detector and Counsellor Chatbox

Lingamgunta Nikhilesh

Share this Article

Downloads: 99

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2253 - 2256

Survey on Hubness - Based Clustering Algorithms

Nikita Dhamal, Antara Bhatttacharya

Share this Article

Similar Articles with Keyword 'Gradient'

Downloads: 145 | Monthly Hits: ⮙7

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 71

Research Paper, Computer Science & Engineering, Sweden, Volume 9 Issue 12, December 2020

Pages: 1137 - 1139

Predicting Diabetes using Gradient Boosting is a Machine Learning Technique

Ali Adam Mohammad

Share this Article

Similar Articles with Keyword 'Descent'

Downloads: 112

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1494 - 1496

Survey of Novel Process for Domain Adaptation and Cost Sensitive Online Classification in Data Mining

Ashish. S. Kale, S. P. Kosbatwar

Share this Article

Downloads: 115

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2677 - 2680

Survey of Novel Method for Online Classification in Data Mining

Jadhav Bharat S, Gumaste S.V.

Share this Article

Similar Articles with Keyword 'Methods'

Downloads: 1

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2267 - 2274

Two Accounts of Solitude in Online Communal Networks

Alla Venu Gopal, G. Srinivasa Reddy

Share this Article

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

Similar Articles with Keyword 'Back'

Downloads: 2

Review Papers, Computer Science & Engineering, India, Volume 10 Issue 4, April 2021

Pages: 965 - 966

University Event Management System

V. Balu, P. Vagish Krishnan, Varadarajan .M

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, China, Volume 10 Issue 5, May 2021

Pages: 1130 - 1137

Artificial Intelligence: The Backbone of Industry Evolution, Impact, and Future

Ralph Tichafa Tawanda Chawatama, Sun Shaowei

Share this Article

Similar Articles with Keyword 'Propagation'

Downloads: 102

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1127 - 1129

Trust Checking in Social Networks Using Data Mining

Archa.S

Share this Article

Downloads: 104

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 846 - 851

Energy Efficient QRS Detection Method for Portable and Personal Analysis of ECG Signal Obtained from Wearable Wireless ECG Body Sensors

Prineeta Sahni, Khushneet Kaur

Share this Article

Similar Articles with Keyword 'Neural'

Downloads: 87 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 11, November 2021

Pages: 1220 - 1223

Emotion Detector and Counsellor Chatbox

Lingamgunta Nikhilesh

Share this Article

Similar Articles with Keyword 'Network'

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1751 - 1754

Joining Delay; Packet Delivery and Limitations of EGMP

G. Anandhi, Dr. S. K. Srivatsa

Share this Article

Downloads: 87 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article
Top