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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
Date Title Journal DOI Link
01-10-2023 A unique database synthesis technique for coverless data hiding Journal of Visual Communication and Image Representation DOI View
28-07-2023 A Two Fold Secure Cover Synthesis Based Data Hiding Approach by Generating Sequences Wireless Personal Communications DOI View
21-02-2023 An improved location mapping and cover synthesis based data hiding by model SSSP problem generation Multimedia Tools and Applications DOI View
Conference
Date Title Conference DOI Link
23-04-2025 An Intelligent Disaster Management System: Integrating Technology for Effective Response and Recovery 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) DOI View
Book Chapters
Date Title Book Title Editor ISBN DOI Link
29-11-2023 Malicious Transaction URL Detection Using Logistic Regression Lecture Notes in Networks and Systems Jyotsna Kumar Mandal , Biswapati Jana , Tzu-Chuen Lu , Debashis De 978-981-99-4433-0 DOI View
28-04-2023 House Rent Prediction Using Ensemble-Based Regression With Real-Time Data Novel Research and Development Approaches in Heterogeneous Systems and Algorithms Santanu Koley, Subhabrata Barman, Subhankar Joardar 9781668475249 DOI View
10-06-2024 Paddy Leaf Diseases Detection Using Otsu and Yen Thresholding with Deep Convolutional Neural Network Internet of Things-Based Machine Learning in Healthcare Prasenjit Dey, Sudip Kumar Adhikari, Sourav De, Indrajit Kar 9781003391456 DOI View
31-05-2024 Digital Watermarking Strategies for Healthcare Data Security: A Comprehensive Review and Analysis Lightweight Digital Trust Architectures in the Internet of Medical Things (IoMT) Ahdi Hassan, Pronaya Bhattacharya, Subrata Tikadar, Pushan Kumar Dutta, Martin Sagayam 9798369321096 DOI View
03-10-2024 Kinship Verification by Analysing Facial Images to Ensure Human Security Human Impact on Security and Privacy: Network and Human Security, Social Media, and Devices Rajeev Kumar, Saurabh Srivastava, Ahmed A. Elngar 9798369392355 DOI View
01-01-2025 A Proficient Fake Fingerprint Identification System Based on CNN to Ensure Human Security Data-Driven Governance Through AI, Digital Marketing, and the Privacy Interplay José Ramón Saura 9798369369456 DOI View

Participations

Faculty Development Programmes
Start Date End Date Title Organizer
30-01-2024 31-01-2024 Solving clustering problems using hybridization of K-means and Gravitational Search Algorithm CSE department, Dr. B.C. Roy Engineering College
06-02-2023 11-02-2023 Fast Emerging Research Domain for Future Trends of Advanced Computation Dr. B.C. Roy Engineering College
22-04-2024 27-04-2024 Machine Learning Applications for Sustainable Society CSE department, Dr. B.C. Roy Engineering College
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

Patents
Date Title Patent No. Country
13-01-2022 A System for Novel Text Steganography Based on Puzzle Generation Germany
01-12-2023 A METHOD AND SYSTEM FOR PASSING ENCRYPTED MESSAGES THROUGH TEXT India
08-03-2024 A Cover Synthesis Based Data Hiding Approach By Generating Sequences India
16-08-2024 An Innovative Approach to Synthesize Databases For Coverless Data Hiding India
31-01-2025 An Enhanced Data Hiding Via Location Mapping and Cover Synthesis Through the Model SSSP Problem Generation India
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