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Faculty-Details

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Dr. Sumana  Kundu

Associate Professor

About

sumana.kundu@bcrec.ac.in

2022-11-01

Computer Science and Engineering

Dr. Sumana Kundu received her B.E. and M.Tech degree in Computer Science & Engineering in the years of 2008 and 2010. She worked as a Research Scholar (Full Time) at Computer Science & Engineering department of National Institute of Technology, Durgapur and obtained her PhD degree in the year of 2018. Dr. Sumana Kundu was an Assistant Professor at Siliguri Institute of Technology, Techno India Group. Thereafter she was an Associate Professor and Head of the Department at Haldia Institute of Technology. Presently she is an Associate Professor at Computer Science & Engineering department of Dr. B. C. Roy Engineering College, Durgapur. Her Research area of interest includes Pattern Recognition, Machine Learning, Data Security using Steganography. She published more than 20 papers including SCI indexed journals, international conferences, book chapters and also several Patents.

Pattern Recognition, Machine Learning, Data Security using Steganography.

Qualifications

Educational Qualifications
  • PhD
  • National Institute of Technology, Durgapur - 2018
  • M.Tech
  • WBUT - 2010
  • B.E
  • University Institute of Technology, Burdwan University - 2008
Teaching and R & D experience
Teaching Research Industry
14 11

Pattern Recognition, Machine Learning, Data Security using Steganography.

Activities

Area of Interest

Pattern Recognition, Machine Learning, Data Security using Steganography.

Invited Lectures
SL. No. Location Topic
1 Dr. B. C. Roy Polytechnic, Durgapur Cluster Analysis in Data Mining
2 UEM Kolkata Cluster Analysis in Data Mining: Applications, Methods& Requirements
Membership of professional bodies
SL. No. Professional Body
1 IEEE
2 CSI
Project Ideas Submitted to Govt. Agencies/ On-going Projects / Research Ideas under preparation & execution
SL. No. Project Ideas Submitted to Govt. Agencies
1 Project Title: Multimodal Biometrics Based Enhanced Security System for Bank Vaults. Submitted to DST-SERB-SURE. Reference No. : 132023006650.

Publications

Journal
Year
Journal DOI/Link/Web Link/UGC Link
2023 An improved location mapping and cover synthesis based data hiding by model SSSP problem generation DOI
2023 A Two Fold Secure Cover Synthesis Based Data Hiding Approach by Generating Sequences DOI
2023 A unique database synthesis technique for coverless data hiding DOI
2018 A Multi-Level Integrator with Programming Based Boosting for Person Authentication Using Different Biometrics DOI
Conference
Year
Conference National/International DOI/Link/Web Link/UGC Link
2016 A New RBFN with Modified Optimal Clustering Algorithm for Clear and Occluded Fingerprint Identification International DOI
2014 A Modified BP Network using Malsburg Learning for Rotation and Location Invariant Fingerprint Recognition and Localization with and without Occlusion International DOI
2014 A Modified RBFN Based on Heuristic Based Clustering for Location Invariant Fingerprint Recognition and Localization with and without Occlusion DOI
Book Chapter
Year
Book DOI/Link/Web Link/UGC Link
2023 House Rent Prediction Using Ensemble-Based Regression With Real-Time Data DOI
2017 A Person Identification System with Biometrics using Modified RBFN based Multiple Classifiers DOI
2017 A Super Classifier with Programming Based Boosting using Biometrics for Person Authentication DOI
2017 A Programming Based Boosting in Super-classifier for Fingerprint Recognition DOI
2015 A Modified SOM Based RBFN for Rotation Invariant Clear and Occluded Fingerprint Recognition DOI
2014 An Efficient Multiple Classifier Based on Fast RBFN for Biometric Identification DOI
2023 Malicious Transaction URL Detection Using Logistic Regression DOI
2024 Paddy Leaf Diseases Detection Using Otsu and Yen Thresholding with Deep Convolutional Neural Network DOI
2024 Digital Watermarking Strategies for Healthcare Data Security: A Comprehensive Review and Analysis DOI

Participations

Participation In Faculty Development Programmes
SL. No. Name Type Duration
1 Recent Trends in Artificial Intelligence and Machine Learning for Smart Computing Online 4.11.22 to 18.11.22
2 Preeminent and Innovative Technologies in Computer Science and Applications 2023 (PICSA 2023 Online 30.01.23 - 03.02.23
3 Machine Learning and it’s Applications in IoT, Computer Vision and Cloud Computing (MICC-2023 Online 0.07.23 to 14.07.23
4 Innovation in Recent Trends and Research Application on Computing and Informatics Online 1.07.23 to 04.08.23
5 Recent Trends in Artificial Intelligence and Machine Learning for Smart Computing Online 9.10.23 to 13.10.23
6 Recent Trends in Computational Approaches Online 2.01.204 to 06.01.24
7 Crafting and Conducting Cutting-edge Research and Innovation Online 03.01.24 to 08.01.24
Organization of events (Dr. B. C. Roy Engineering College)
SL. No. Description
1 Session co-chair at IEEE MESIICON 2022
2 Organizing Committee member of Webinar “Solving Clustering Problems using Hybridization of K-means and Gravitational Search Algorithm”, held at January, 2024.
3 Organizing Committee member of one week FDP, "Machine Learning Applications for Sustainable Society", held from 22nd-26th April, 2024

Thesis Supervised

Post Graduate
SL. No. Year Topic Rollno University Registration Affiliation
1 2024 Fake Fingerprint Identification using Deep Learning
Atanu Mondal
 Dr. B. C. Roy Engineering College
2 2024 Diabetes Prediction based on Logistic Regression
Debojyoti Puitandy
 Dr. B. C. Roy Engineering College
Under Graduate
SL. No. Year Topic Rollno University Registration Affiliation
1 2024 Kinship Verification based on Facial Images Analysis
Arkadyuti Mahato
Sourav Das
 Dr. B. C. Roy Engineering College
2 2024 Parkinson Disease Detection using Voice Analysis
Anindita Laha
Shreya Sinha
Rohit Sharma
 Dr. B. C. Roy Engineering College

Patent

SL. No. Year Description
1 2022 "A System for Novel Text Steganography Based on Puzzle Generation". Granted from the German Patent Office on January 2022, IPC: H04L 9/00.
2 2023 "A METHOD AND SYSTEM FOR PASSING ENCRYPTED MESSAGES THROUGH TEXT". published by Intellectual Property India at Patent and Design Journal, Application No. 202331079221
3 2024 "A Cover Synthesis Based Data Hiding Approach By Generating Sequences". published by Intellectual Property India at Patent and Design Journal, Application No. 202431012577
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