Jaypee Institute of Information Technology, Noida
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  • Dr. Kedar Nath Singh
Assistant Professor (Senior Grade)
kedarnath.singh@jiit.ac.in

Biography

Dr. Singh presently serves as an Assistant Professor (Senior Grade) in the CSE & IT Department at JIIT Noida. He obtained his Ph.D. from the National Institute of Technology Patna and completed his M. Tech at NSUT east campus in Delhi (formerly AIACTR Delhi). With more than 12 years of experience in teaching, Dr. Singh has published research papers in various reputed Journals. His research areas include Image Cryptography, Data Hiding, Image Processing, and Deep Learning.

Educational Qualifications

  • Ph.D.(Computer Science & Engineering) from NIT Patna
  • M.Tech. (Information Security) from NSUT East Campus Delhi (Formerly AIACTR Delhi) 
  • B.Tech. (Computer Science & Engineering) From AKTU Lucknow (Formerly UPTU Lucknow)  

Work Experience

  • Presently working as Assistant Professor (Senior Grade) in department of CSE & IT, JIIT Noida from 4- July 2023 to till date.
  • Assistant Professor in department of CSE, NIET Greater Noida from 30-Jan- 2019 to 3-Jul -2023
  • Assistant Professor in department of CSE, MUIT Lucknow from Jul 2017 to Jan 2019
  • Assistant Professor in department of CSE, BBDIT Ghaziabad from Sep 2011 to Jun 2017

Interest Area 

Multimedia Security, Data Hiding Techniques. Image Processing. Deep learning.

Participation/Organizing Member In Seminars/ Workshops/ Courses

  • Participated in Faculty Development Program (FDP) on “Data Science for ALL” From 22th Mar 1st Apr , 2022 at NIT Patna.
  • Participated in Faculty Development Program (FDP) on “Medical Image Processing” From 22th  Aug – 2nd Sep , 2022 at NIT Patna.
  • Participated in Faculty Development Program (FDP) on “Deep Learning & Applications (Parallel Architectures)” From 23rd Aug – 3rd Sept, 2021 at NIT Patna.
  • Participated in Faculty Development Program (FDP) on “Multimedia and Security” from 16-20th December, 2020 at NIT Patna.
  • Organizing member of online workshop on “A Series of Practical Applications of C, Java , Python and Machine Learning” From 17th May  to 20th May 2021 at NIET Greater Noida.

Publications

Journal

  • H. K. Singh, N. Baranwal, Singh K. N. and A. K. Singh, "Using Multimodal Biometric Fusion for Watermarking of Multiple Images," in IEEE Transactions on Consumer Electronics,2024, doi: 10.1109/TCE.2024.3371458. [SCIE Indexed, IF=2.3].
  • Priyanka, Baranwal, N., Singh, K.N. A. K. Singh. HIDDEn: Robust Data Hiding for Medical Images with Encryption and Local Binary Pattern. Circuits Syst Signal Process (2024). https://doi.org/10.1007/s00034-024-02661-x. [SCIE Indexed, IF=2.3].
  • Priyanka, Baranwal, N, Singh, K. N, and Singh, A. K. (2024)"YOLO-based ROI selection for joint encryption and compression of medical images with reconstruction through super-resolution network." Future Generation Computer Systems 150, 1-9. DOI:https://doi.org/10.1016/j.future.2023.08.018[SCIE Indexed, IF=7.5].
  • Priyanka,Baranwal, N., Singh, K. N., and Singh, A. K. (2024):  "Using chaos to encrypt images with reconstruction through deep learning model for smart healthcare." Computers and Electrical Engineering 114 109089. DOI:https://doi.org/10.1016/j.compeleceng.2024.109089[SCIE Indexed, IF=4.3].
  • Singh, M., Baranwal, N., Singh, K. N., Singh, A. K., & Zhou, H. (2023). Deep learning-based biometric image feature extraction for securing medical images through data hiding and joint encryption–compression. Journal of Information Security and Applications, 79, 103628. DOI: https://doi.org/10.1016/j.jisa.2023.103628[SCIE Indexed, IF=5.6].
  • Singh, H. K., Baranwal, N., Singh, K. N., Singh, A. K., & Zhou, H. (2023). GAN-based watermarking for encrypted images in healthcare scenarios. Neurocomputing, 560, 126853. DOI: https://doi.org/10.1016/j.neucom.2023.126853 [SCIE Indexed, IF=6].
  •  Amrit, P., Singh, K. N., Baranwal, N., Singh, A. K., Singh, J. P., & Zhou, H. (2023). Deep learning-based segmentation for medical data hiding with Galois field. Neural Computing and Applications, 1-16. DOI: https://doi.org/10.1007/s00521-023-09151-2[SCIE Indexed, IF=6].
  • Singh, H. K., Singh, K. N., & Singh, A. K. Secure transmission of ocean images using deep learning‐based data hiding. Expert Systems, e13469. DOI:https://doi.org/10.1111/exsy.13469 [SCIE Indexed, IF=3.6].
  • Singh, O. P., Singh, K. N., Baranwal, N., Agrawal, A. K., Singh, A. K., & Zhou, H. (2023). HIDEmarks: hiding multiple marks for robust medical data sharing using IWT LSB.  Multimedia Tools and Applications, 1-19. DOI: https://doi.org/10.1007/s11042-023-16446-y[SCIE Indexed, IF=3.6].
  • Singh, M., Baranwal, N., Singh, K. N., & Singh, A. K. (2023). Using GAN-Based Encryption to Secure Digital Images with Reconstruction through Customized Super Resolution Network. IEEE Transactions on Consumer Electronics. DOI:10.1109/TCE.2023.3285626
  • Mahto, D. K., Singh, A. K., Singh, K. N., Singh, O. P., & Agrawal, A. K. (2023). Robust copyright protection technique with high-embedding capacity for color images. ACM Transactions on Multimedia Computing, Communications and Applications. DOI:  https://doi.org/10.1145/3580502
  • Singh, K. N., Baranwal, N., Singh, O. P., & Singh, A. K. (2022). SIELNet: 3D chaotic-map-based secure image encryption using customized residual dense spatial network. IEEE Transactions on Consumer Electronics. DOI: 10.1109/TCE.2022.3227401
  • Singh, K. N., Singh, O. P., Singh, A. K., & Agrawal, A. K. (2023). EiMOL: a secure medical image encryption algorithm based on optimization and the Lorenz system. ACM Transactions on Multimedia Computing, Communications and Applications, 19(2s), 1-19. DOI: https://doi.org/10.1145/3561513
  • Singh, K. N., Singh, O. P., & Singh, A. K. (2022). Ecis: encryption prior to compression for digital image security with reduced memory. Computer Communications, 193, 410-417. DOI: https://doi.org/10.1016/j.comcom.2022.07.049
  • Singh, K. N., Singh, O. P., Baranwal, N., & Singh, A. K. (2022). An efficient chaos-based image encryption algorithm using real-time object detection for smart city applications. Sustainable Energy Technologies and Assessments, 53, 102566. DOI:  https://doi.org/10.1016/j.seta.2022.102566
  • Singh, K. N., Singh, O. P., Singh, A. K., & Agrawal, A. K. (2022). WatMIF: multimodal medical image fusion-based watermarking for telehealth applications. Cognitive Computation, 1-17. DOI: https://doi.org/10.1007/s12559-022-10040-4
  • Singh, K. N., & Singh, A. K. (2022). Towards integrating image encryption with compression: A survey. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 18(3), 1-21. DOI: https://doi.org/10.1145/3498342
  • Singh, K. N., & Singh, A. K. (2023). An Improved Encryption–Compression-based Algorithm for Securing Digital Images. ACM Journal of Data and Information Quality, 15(2), 1-16. DOI: https://doi.org/10.1145/3532783
  • K. N. Singh, O.P.  Singh, A.K. Singh, “Secure medical image encryption algorithm for e-healthcare applications” (2022) In: Singh and Zhou (eds) Medical Information Processing and Security Techniques and applications, The IET Book Series on e-Health Technologies, pp. 1-30, https://digital-library.theiet.org/content/books/10.1049/pbhe044e_ch16 .

Conference:

  • Priyanka, Mohan, A., Singh, K. N., and Singh, A. K., Agrawal, A. K. D2stege: Using Detectron2 To Segment Medical Image With Security Through Steganography And Encryption. Sixth international conference on computational intelligence in communications, and business analytics 2024, 23-25 jan-2024.NIT Patna.

Patent:

  • A Deep Learning Based Encryption system and Method for Medical images. Registration No: 202331041628, 30/06/2023 Status: Published
  • Secure Healthcare Imaging System with Multimodal Biometric, Data hiding and Encryption. Registration No: 202331080733, 08/12/2023 Status: Published
  • System and Method For watermarking: From Model to Media protection. Registration No: 202331085599, 19/01/2024 Status:  Published

Reviewer

  • IEEE Transactions on Multimedia
  • IEEE Transactions on Industrial Informatics
  • IEEE Transactions on Computational Social Systems
  • IEEE Intelligent Systems.
  • IEEE transaction on consumer electronics.
  • ACM Transactions on Multimedia Computing, Communications and Applications
  • Engineering Applications of Artificial Intelligence
  • Journal of Electronic Imaging, SPIE

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