Namrata Singh is an Assistant Professor at Naraina Vidya Peeth Engineering & Management Institute, Kanpur, in the Department of Computer Science Engineering. She teaches subjects like Machine Learning, Cyber Security, Principle of Programming Languages, Computer Vision, and Human-Computer Interaction. Her current areas of interest involve Digital Image Processing, Network Security, and Machine Learning. 

Prior to joining NVPEMI Kanpur, She worked as a Senior Project Assistant in the domain of the Security & Defence at IIT Delhi. Before joining the research field she has the academic experience as an Assistant Professor (Guest Faculty) in the Department of Information Technology at Rajkiya Engineering College, Chandpur Bijnor.

Education-wise, she is pursuing her Doctoral degree in Information Technology from Amity Institute of Information Technology, Amity University Lucknow. Prior to that, She has completed her Post Graduation and Graduation in engineering with a specialization in Computer Science Engineering, and Information Technology from Dr. A.P.J Abdul Kalam Technical University, Uttar Pradesh, Lucknow. Her research has been published in multiple refereed international journals and has presented papers in several leading international conferences.  She has received recognition and awards for her research. 

Her research interests are in the domain of digital image processing, network security, and machine learning. She has authored over 25 research paper and articles in Elsevier, IEEE, Springer, and some of the Scopus indexed journals. She is the reviewer of reputed journals and conferences.

1.      Namrata Singh , XOR Encryption Techniques of Video Steganography: A Comparative Analysis, Intelligent Systems Design and Applications, 2020 https://link.springer.com/chapter/10.1007/978-3-030-16657-1_19

2.      N Singh, J Bhardwaj , LSB Steganographic Approaches for Hiding Acoustic Data in Video by Using Chaotic and XORing Technique, Smart Computational Strategies: Theoretical and Practical Aspects pp 25-36 22 March 2019 https://link.springer.com/chapter/10.1007%2F978-981-13-6295-8_3

3.      N Singh, J Bhardwaj , Comparative Analysis for Steganographic LSB Variants,  Computing, Communication and Signal Processing, pp 827-835 13 September 2018 https://link.springer.com/chapter/10.1007/978-981-13-1513-8_84

4.      N  Singh,  MC Trivedi, VK Yadav,  VK Singh, Metamorphic cryptography considering concept of XOR and chaotic sequence: Using video as medium , 2017 9th International Conference Information Technology and Electrical Engineering (ICITEE), https://ieeexplore.ieee.org/document/8250511

5.      N Singh, A Survey on Metamorphic Cryptography Concepts and Techniques, 2018 3rd International Conference and Workshop on Recent Advances and Innovations in Engineering (ICRAIE)

https://ieeexplore.ieee.org/document/8710399

N Singh, J Bhardwaj , Randomized LSB Based Video Steganography for Hiding Acoustic  Data  Using  XOR  Technique  , 2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)

6.       https://ieeexplore.ieee.org/document/8526224

7.      Namrata Singh, Renu Prasad , Video Steganography Schemes for Hiding Acoustic Data: A Comparison , International Journal of Computer Applications (0975 – 8887) Volume 182 –No.2, July2018 https://www.ijcaonline.org/archives/volume182/number2/singh-2018-ijca-917484.pdf

8.      N Singh, VK Yadav , Trends in Digital Video Steganography: A Survey , International Journal of Computer Applications (0975 – 8887) Volume 169 – No.7, July 2017 https://www.ijcaonline.org/archives/volume169/number7/27995-2017914786

9.       Namrata  Singh,  Jayati  Bhardwaj,  Gunjan  Raghav, Network Steganography and its Techniques:  A Survey, International Journal of Computer Applications (0975 – 8887) Volume 174 – No.2, September 2017 https://www.ijcaonline.org/archives/volume174/number2/28378-2017915319

10.  Namrata  Singh, Metamorphic  Cryptography, International Journal of Computer Applications (0975 – 8887) Volume 182 – No.3, July 2018 https://www.ijcaonline.org/archives/volume182/number3/singh-2018-ijca-917489.pdf

11.  Namrata Singh , Survey Paper on Steganography , International Refereed Journal of Engineering and Science (IRJES) ISSN (Online) 2319-183X, (Print) 2319-1821 Volume 6, Issue 1 (January 2017), PP.68-7 http://irjes.com/Papers/vol6-issue1/K616871.pdf

12.  Namrata Singh , A Survey Paper on Audio Steganography and It’s Applications , International Journal of Innovative Research in Science, Engineering and Technology, ISSN(Online) : 2319-8753 ISSN (Print) : 2347-6710 Vol. 6, Issue 2, February 2017 https://www.ijirset.com/upload/2017/february/120_28_A%20Survey_n.pdf

13.  Namrata Singh , A Survey Paper on Text Steganography , Recent Trends in Computer Science and Software Technology Volume 2 Issue 1 Year 2017 http://mantechpublications.com/admin/index.php/RTiCSaST/issue/view/360

14.  Namrata Singh , A Survey Paper Processing Volume 2 Issue 3 on Image Steganography , Journal of Image and Signal, Volume 2 Issue 3 Year 2017 http://mantechpublications.com/admin/index.php/JoISP/issue/viewIssue/484/511

15.  A Raj, M Kannaujiya, A Bharti, R Prasad, N Singh, I Bhardwaj, Model for Object Detection using Computer Vision and Machine Learning for Decision Making, IJCA

https://www.ijcaonline.org/archives/volume181/number43/raj-2019-ijca-918516.pdf

16.  G, Singh; A, Gond; Prachi; N. Singh; I, Bhardwaj, “Model for pattern recognition approach to detect an object,” Presented in 4th International Conference Academic Research in Engineering, Management and Information Technology (ICAREMIT-2019) IEEE, 16-18 April, 2019 (PRESENTED)

17.  R, Ali; S, Anwar; G, Jaiswal; A, Sharma; N. Singh; I, Bhardwaj, “Gesture Driven User Computer-Interaction Using Machine Learning and Computer Vision. 5 th International Conference Academic Research in Engineering, Management and Information Technology (ICAREMIT-2019) IEEE, 16-18 April, 2019 (PRESENTED).

18.  Rajat Agrawal, Namrata Singh, Lane Detection and Collision Prevention System for Automated Vehicles, 5th International Conference on Computing in Engineering and Technology (ICCET-2020). (PRESENTED)

19.  Ravi Kumar, Namrata Singh, A Survey Based on Enhanced the Security of Image Using the Combined Techniques of Steganography and Cryptography.

https://papers.ssrn.com/sol3/JELJOUR_Results.cfm?form_name=journalbrowse&journal_id=3426666

(August 2019 - Till Now)

·     Supervising 3 M.TECH (CSE) students.

·     Supervising B.TECH (CSE) final year students.

·     4 implementation Research paper and 1 review paper is presented and 2 implementation Research papers are communicated under my supervision.

·     Attended Seminar-

o    8th National Seminar on ‘Ancient Indian Science and Technology’ at IIT Kanpur.

·     Attended FDPs-

o    “ICT in Education for Rural/Remote Area” jointly organized by Electronics and ICT Academy, NIT Patna & Department of Computer Science, TERI Ghazipur.

o    Faculty Development Programme on VLSI Chip Design Hand-on using Open Source EDA, IIT Guwahati.

o    Faculty Development Programme on Deep Learning and Applications.

o    Faculty Development Programme/ Short Course on Machine Learning & Data Analytics with Python.

• Conducted FDP

o    Faculty Development Programme/ Short Course on Machine Learning & Data Analytics with Python.

https://eict.iitr.ac.in/mlnam.html

o    Faculty Development Programme/ Short Course on Blockchain Technology.

https://eict.iitr.ac.in/btnam.html

·     Award

• Young Scientist Award.

       (May 2019 - July 2019)

• Project: ‘Game-based Interactive Simulator for Training in Cyber Security’.

       (August 2018 - April 2019)

·     Supervised 3 groups of B.TECH (IT) final year students.

·     3 Research papers are published under my supervision.

·     Presented 2 Research papers in the conferences: 1st is in IEEE Conference held at Jaipur and 2nd is in Springer held at VIT Vellore.

·     Attended Workshop-

o    CRYPTOLOGY & NETWORK SECURITY at PSIT kanpur.

·     Attended  FDPs

o    “Advance Pedagogy, IPR, Entrepreneurship & Skill Set” at RECB.

o    “ICT in Learning Process” jointly organized by Electronics and ICT Academy, NIT Patna & Department of Computer Science, TERI Ghazipur.

o    “Image Processing using VLSI Architectures” conducted by the Electronics & ICT Academy, IIT Roorkee  at Indian Institute of Technology Roorkee.