Dr. Upendra Singh

  • Designation:  Assistant Professor
  • Employee ID: 8005049
  • Qualification: Ph.D.
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  • : Detailed Profile
Education and Qualification:
S. No.

Degree

Specialization

Year

University/Board

 % or CGPA


1.


Ph.D Pursuing


CSE


2019- Presesnt

 
Dr. A.P.J. Abdul Kalam University, Indore

 -

2. 
M. Tech 
CSE
2017
P.C.S.T. College Indore(M.P.),  R.G.P.V., Bhopal
8.1


3.


B.E


IT


2014


S.G.S.I.T.S., Indore, R.G.P.V. ,Bhopal
74.77%

4.
Polytechnic
CSE
2010
Shri Vaishnav Polytechnic College, Indore (M.P.), R.G.P.V. , Bhopal
79.90%

5. 
Higher Secondary 
-
2005
Govt. Martand H.S. Excellence School No. 1, Rewa, M.P. ,Bhopal
77.11%

6. 
High School
-
2003
Govt. Martand H.S. Excellence School No. 1, Rewa, M.P. ,Bhopal
75.80%
Work Experience:

   
               S. No.


Designation


    Department


       Employer Name


Duration of Employment

     
                 1


Asst. Prof       


Information Technology


  SGSITS Indore


July 2019 –Till now

                 2


   Data Scientist          


IT


       Tech Beans Solution


2015-June 2019
Research Details:

Research Interest in following area

 MANET , VANET, WSN, SDN, CLOUD COMPUTING, MACHINE LEARNING , DEEP LEARNING , BIGDATA, IOT,  COMPUTER VISION.
Publications:

Granted Patent
S.N. Patent Name Application No. Date of Filling Date of Publication Field of Invention Type Status Grant County
1 A SMART HELMET 202021008333 27-02-2020 06-03-2020 Mechanical Engineering Complete  Published yes India
2 A SYSTEM FOR DETECTION AND TRACKING OF SUSPICIOUS PERSONS IN CROWD 202021021517 22-05-2020 26-06-2020 Computer Science Complete  Published yes India
3 A  SMART VEHICLE   202021030229 15-07-2020 21-08-2020 Communication Complete  Published yes India
4 AUTOMATIC GUIDANCE SYSTEM FOR BLIND COMMUNITY 2021105880 19-08-2021 19-08-2021 BIO-MEDICAL ENGINEERING Complete  Published yes Austraila

Under Examines Patent
S.N. Patent Name Application No. Date of Filling Date of Publication Field of Invention Type Status Grant County
1 A SMART ROAD ASSET MANAGEMENT SYSTEM AND METHOD THEREOF 202041057251 30-12-2020 07-01-2022 COMPUTER SCIENCE Complete  Published   - India
2 A SYSTEM FOR AUTOMATIC SEGREGATION OF WASTE MATERIALS 202211007498 12-02-2022 11-03-2022 BIO-MEDICAL ENGINEERING Complete  Published  - India

Published Patent
S.N. Patent Name Application No. Date of Filling Date of Publication Field of Invention Type Status Grant County
1 A SYSTEM AND METHOD FOR DETECTING MALICIOUS ACTIVITIES IN COMPUTING NETWORK 202021016998 20-04-2020 05-06-2020 Communication Complete  Published No India
2 AN INTELLIGENT SYSTEM TO DETECT COVID-19 PROTOCOLS 202021054173 13-12-2020 15-01-2021 Computer Science Complete  Published No India
3 SMART AUTONOMOUS WEED DETECTOR AND REMOVAL 202011028931 07-07-2020 22-08-2020 ELECTRONICS Complete  Published No India
4 IOT – AI/ML BASED VEHICLE DIRECTION-ASSISTANCE SYSTEM 202011032591 01-08-2020 09-10-2020 COMPUTER SCIENCE Complete  Published No India
5 A SMART ROAD ASSET MANAGEMENT SYSTEM AND METHOD THEREOF 202041057251 30-12-2020 07-01-2022 COMPUTER SCIENCE Complete  Published No India
6 A SYSTEM FOR AUTOMATIC SEGREGATION OF WASTE MATERIALS 202211007498 12-02-2022 11-03-2022 BIO-MEDICAL ENGINEERING Complete  Published No India


Research and development

Number of quality publications in refereed/SCI Journals, citations, International & National Journals and Conferences. Books/Book chapters etc:

Research Papers Publication

Number of quality publications in refereed/SCIE / Scopus Journals (National & International) for Academic Year 2021-22

Sr. No.

Name Of Author

Title Of The Paper

Journal Name

Impact Factor / CiteScore

Year Of Publication

Citation

1

Upendra Singh

Mitigate Wormhole Attack And Blackhole Attack Using Elliptical Curve Cryptography In MANET

DOI:https://doi.org/10.1007/s11277-021-08647-1

Wireless Personal Communications

(Springer)

2.017

2021/6/28

8

2

Upendra Singh


Activity Detection And Counting People Using Mask-RCNN With Bidirectional Convlstm

DOI:10.3233/JIFS-220503

Journal Of Intelligent & Fuzzy Systems

1.737

2022/11/7

-



Number of quality publications in refereed/SCIE / Scopus Journals (National & International) for Academic Year 2019-20

Sr. No.

Name Of Author

Title Of The Paper

Journal Name

Impact Factor / Cite Score

Year Of Publication

Citation

1

Upendra Singh

Review Of Network Intrusion Detection Systems

International Journal Of Scientific & Technology Research

-

02/2020

-


Number of quality Books/ Book chapters for Academic Year 2021-22

Sr. No.

Name Of Author

Title of The Book

Book Chapter

Book Publication

Details

Year Of Publication

1

Upendra Singh

Machine Learning For Critical Internet Of Medical Things

Let The Blind See: An AI Iot-Based Device For Real-Time Object Recognition With The Voice Conversion

DOI:10.1007/978-3-030-80928-7_8

Springer, ISBN : 978-3-030-80928-7

2022


Number of quality Book/ Book chapters for Academic Year 2020-21

Sr. No.

Name Of Author

Title Of The Book

 

Book Chapter

Book Publication

Details

Year Of Publication

1

Upendra Singh

Computer Networks And Communication Technologies

Comparative Study On Face Detection By GPU, CPU And Opencv

DOI:https://doi.org/10.1007/978-3-030-37051-0_77

Springer

ISBN : 978-3-030-37051-0

2020


Number of quality Book/ Book chapters for Academic Year 2019-20

Sr. No.

Name Of Author

Title Of The Book

Book Chapter

Book Publication

Details

Year Of Publication

1

Upendra Singh

Inventive Computation Technologies

Review Of Software Defined Networking: Applications, Challenges And Advantages

DOI:https://doi.org/10.1007/978-3-030-33846-6_89

Springer

ISBN: 978-3-030-33846-6

03/11/19

2

Upendra Singh

Inventive Computation Technologies

Trust Based Model For Mobile Ad-Hoc Network In Internet Of Things

DOI:10.1007/978-3-030-33846-6_90

Springer

ISBN: 978-3-030-33846-6

03/11/19


Number of quality publications in Conferences (National & International) for Academic Year 2021-22

Sr. No.

Name Of Author

Title Of The Paper

Conference

Year Of Publication

Citation

1

Upendra Singh

Human Face Mask Identification Using Deep Learning With Opencv Techniques

DOI: 10.1109/ICCES54183.2022.9835884

2022 7th International Conference On Communication And Electronics Systems (ICCES)

2022/6/22

-

2

Upendra Singh

Cancer Prediction Using Random Forest And Deep Learning Techniques

DOI: 10.1109/CSNT54456.2022.9787608

2022 IEEE 11th International Conference On Communication Systems And Network Technologies (CSNT)

2022/4/23

-

3

Upendra Singh

Face Mask Detection Using Multi-Stage CNN Architecture

https://dx.doi.org/10.2139/ssrn.3884022

Brahman Singh And Singh, Upendra, Face Mask Detection Using Multi-Stage CNN Architecture (July 10, 2021)

2021/7/10

-


Number of quality publications in Conferences (National & International) for Academic Year 2020-21

Sr. No.

Name Of Author

Title Of The Paper

Conference

Year Of Publication

Citation

1

Upendra Singh

Intrusion Detection System Using PCA With Random Forest Approach

DOI: 10.1109/ICESC48915.2020.9155656

2020 International Conference On Electronics And Sustainable Communication Systems (ICESC)

2-4 July 2020

36

2

Upendra Singh

Detection And Prevention Of Wormhole Attack Using The Trust-Based Routing System

DOI: 10.1109/ICESC48915.2020.9156009

2020 International Conference On Electronics And Sustainable Communication Systems (ICESC)

2-4 July 2020

13

3

Upendra Singh

A Glaucoma Detection Using Convolutional Neural Network

DOI: 10.1109/ICESC48915.2020.9155930

2020 International Conference On Electronics And Sustainable Communication Systems (ICESC)

2-4 July 2020

25

4

Upendra Singh

Transfer Learning-Based Object Detection By Using Convolutional Neural Networks

DOI: 10.1109/ICESC48915.2020.9156060

2020 International Conference On Electronics And Sustainable Communication Systems (ICESC)

2-4 July 2020

15

5

Upendra Singh

Network Traffic Prediction Using Long Short-Term Memory

DOI:10.1109/ICESC48915.2020.9156045

2020 International Conference On Electronics And Sustainable Communication Systems (ICESC)

2-4 July 2020

13

Research Papers 2014-2019

1.    N. Arya, U. Singh, and S. Singh, “Detecting and avoiding of worm hole attack and collaborative blackhole attack on MANET using trusted AODV routing algorithm,” in IEEE International Conference on Computer Communication and Control, IC4 2015, 2016, doi:       10.1109/IC4.2015.7375649.
2.  U. Singh, M. Samvatsar, A. Sharma, and A. K. Jain, “Detection and avoidance of unified attacks on MANET using trusted secure AODV routing protocol,” in 2016 Symposium on Colossal Data Analysis and Networking, CDAN 2016, 2016, doi: 10.1109/CDAN.2016.7570908.
3. U. Singh, M. Shukla, A. K. Jain, M. Patsariya, R. Itare, and S. Yadav, Trust Based Model for Mobile Ad-Hoc Network in Internet of Things, vol. 98. 2020.
4. M. Muwel, P. Mishra, M. Samvatsar, U. Singh, and R. Sharma, “Efficient ECGDH algorithm through protected multicast routing protocol in MANETs,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017- Janua, doi: 10.1109/ICECA.2017.8212743.
5. U. Singh, V. Vankhede, S. Maheshwari, D. Kumar, and N. Solanki, Review of Software Defined Networking: Applications, Challenges and Advantages, vol. 98. 2020.
6.  U. Singh, M. Samvatsar, A. Sharma, and A. K. Jain, “Detection and avoidance of unified attacks on MANET using trusted secure AODV routing protocol,” in 2016 Symposium on Colossal Data Analysis and Networking, CDAN 2016, 2016, doi: 10.1109/CDAN.2016.7570908
7.  V. K. Saurabh, R. Sharma, R. Itare, and U. Singh, “Cluster-based technique for detection and prevention of black-hole attack in MANETs,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212712.
8.  A. S. Chouhan, V. Sharma, U. Singh, and R. Sharma, “A modified AODV protocol to detect and prevent the wormhole usingh using hybrid technique,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212740.
9.  L. Baghel, P. Mishra, M. Samvatsar, and U. Singh, “Detection of black hole attack in mobile ad hoc network using adaptive approach,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212741.
10.   N. Arya, U. Singh, and S. Singh, “Detecting and avoiding of worm hole attack and collaborative blackhole attack on MANET using trusted AODV routing algorithm,” in IEEE International Conference on Computer Communication and Control, IC4 2015, 2016, doi: 10.1109/IC4.2015.7375649.
11. A. Sharma, D. Bhuriya, and U. Singh, “Secure data transmission on MANET by hybrid cryptography technique,” in IEEE International Conference on Computer Communication and Control, IC4 2015, 2016, doi: 10.1109/IC4.2015.7375688.
12. S. Singh, A. Mishra, and U. Singh, “Detecting and avoiding of collaborative black hole attack on MANET using trusted AODV routing algorithm,” in 2016 Symposium on Colossal Data Analysis and Networking, CDAN 2016, 2016, doi: 10.1109/CDAN.2016.7570906.
13. R. Verma, R. Sharma, and U. Singh, “New approach through detection and prevention of wormhole attack in MANET,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212719.
14. D. Wagh, N. Pareek, and U. Singh, “Elimination of internal attacksfor PUMA in MANET,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212710.
15. R. Parihar, A. Jain, and U. Singh, “Support vector machine through detecting packet dropping misbehaving nodes in MANET,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212711.
16. S. Waskle, L. Parashar and U. Singh, "Intrusion Detection System Using PCA with Random Forest Approach," 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020, pp. 803-808, doi: 10.1109/ICESC48915.2020.9155656.
17. A. Bhawsar, Y. Pandey and U. Singh, "Detection and Prevention of Wormhole Attack using the Trust-based Routing System," 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020, pp. 809-814, doi: 10.1109/ICESC48915.2020.9156009.
18.   S. Nihale, S. Sharma, L. Parashar and U. Singh, "Network Traffic Prediction Using Long Short-Term Memory," 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020, pp. 338-343, doi: 10.1109/ICESC48915.2020.9156045.
19.

Shukla, M., Joshi, B.K. & Singh, U. Mitigate Wormhole Attack and Blackhole Attack Using Elliptic Curve Cryptography in MANET. Wireless Pers Commun (2021). https://doi.org/10.1007/s11277-021-08647-1
20. R. Yadav, A. Choorasiya, U. Singh, P. Khare, and P. Pahade, “A Recommendation System for E-Commerce Base on Client Profile,” in Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018, 2018, doi: 10.1109/ICOEI.2018.8553930.
21. V. Prakaulya, R. Sharma, U. Singh, and R. Itare, “Railway passenger forecasting using time series decomposition model,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212725.
22. D. Bhuriya, G. Kaushal, A. Sharma, and U. Singh, “Stock market predication using a linear regression,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212716
23. R. Verma, P. Choure, and U. Singh, “Neural networks through stock market data prediction,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212717.
24. P. Kewat, R. Sharma, U. Singh, and R. Itare, “Support vector machines through financial time series forecasting,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212859.
25. A. Sharma, D. Bhuriya, and U. Singh, “Survey of stock market prediction using machine learning approach,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212715.
26. S. Sable, A. Porwal, and U. Singh, “Stock price prediction using genetic algorithms and evolution strategies,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212724.
27. A. Roshan, A. Vyas, and U. Singh, “Credit Card Fraud Detection Using Choice Tree Technology,” in Proceedings of the 2nd International Conference on Electronics, Communication and Aerospace Technology, ICECA 2018, 2018, doi: 10.1109/ICECA.2018.8474734.
28. H. Soni, A. Vyas, and U. Singh, “Identify Rare Disease Patients from Electronic Health Records through Machine Learning Approach,” in Proceedings of the International Conference on Inventive Research in Computing Applications, ICIRCA 2018, 2018, doi: 10.1109/ICIRCA.2018.8597203.
29. A. Saxena, A. Vyas, L. Parashar and U. Singh, "A Glaucoma Detection using Convolutional Neural Network," 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020, pp. 815-820, doi: 10.1109/ICESC48915.2020.9155930.
30.

   B. Bamne, N. Shrivastava, L. Parashar and U. Singh, "Transfer learning-based Object Detection by using Convolutional Neural Networks," 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020, pp. 328-332, doi: 10.1109/ICESC48915.2020.9156060.
31.   U. Singh, N. Kumar Solanki, M. Kumar Varma, and T. Sevak, “A review on big data protection of Hadoop,” in Proceedings of the 2nd International Conference on Communication and Electronics Systems, ICCES 2017, 2018, vol. 2018-Janua, doi: 10.1109/CESYS.2017.8321221.
32. U. Singh, N. Kumar Solanki, M. Kumar Varma, and T. Sevak, “Towards analyzing MongoDB NoSQL security and designing injection defense solution,” in Proceedings of the 2nd International Conference on Communication and Electronics Systems, ICCES 2017, 2018, vol. 2018-Janua, doi: 10.1109/CESYS.2017.8321222.
33. V. Prakaulya, N. Pareek, and U. Singh, “Network performance in IEEE 802.11 and IEEE 802.11p cluster based on VANET,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212713.
34. P. Shakyawar, P. Choure, and U. Singh, “Eigenface method through through facial expression recognition,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212714.
35. K. Kushwah, V. Sharma, and U. Singh, “Neural network method through facial expression recognition,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212721
36. Y. Mathur, P. Jain, and U. Singh, “Foremost section study and kernel support vector machine through brain images classifier,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212726.
37.   V. S. Tomar, N. Gupta, and U. Singh, “Expressions recognition based on human face,” in Proceedings of the 3rd International Conference on Computing Methodologies and Communication, ICCMC 2019, 2019, doi: 10.1109/ICCMC.2019.8819714.
38. P. Gupta, M. Samvatsar, and U. Singh, “Cloud computing through dynamic resource allocation scheme,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212723.
39.   P. S. Chouhan, M. Samvatsar, and U. Singh, “Energetic SSource allotment scheme for cloud computing using threshold-based,” in Proceedings of the International Conference on Electronics, Communication and Aerospace Technology, ICECA 2017, 2017, vol. 2017-Janua, doi: 10.1109/ICECA.2017.8212744.

 
Other Details:


Sr.no

 List of Conferences/Webinar/Seminars Organized
1 Coordinated Expert Lecture on “Expert Lecture on "IoT Development using different development boards” organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 24 June 2021.
2 Technical Coordinated the Webinar on “MYSTERIES OF EARTH’S MOON THROUGH INDIAN LUNAR MISSIONS “by Dr. Prakash Chauhan organized by the Indian Society of Remote Sensing Indore chapter and technical support provided by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 11th-Aug-2020.
3 Coordinated the International Webinar on “FIGHTING THE LOCKDOWN BLUES” by Dr. Vikrant Singh Tomar organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 8th-Aug-2020
4 Organizing Committee Member & Coordinator One Week Workshop on “The Growing Role of IoT in Latest Technological Trends” by Dr. Shriram K. Vasudevan organized by School of Information Technology (SoIT), Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), and Bhopal (M.P.) on 22th-26thJune-2020.
5 Coordinated the Webinar on “Machine Learning and Digital Twins using Embedded AL and tiny ML” by Prof. Raj Kamal organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 19th-June-2020.
6 Coordinated the Webinar on “Blockchain” organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) association with Wiley on 12th-June-2020.
7 Coordinated the three-day workshop on “The Growing role of IoT in Covid-19 and Healthcare” organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) association with Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal on 08th-10th-June-2020.
8 Coordinated the Webinar on “Recent Research in Speech Processing with a Demo of Products Developed” organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) association with Wiley on 03rd-June-2020.
9 Coordinated the Webinar on “Exponential Technologies in Education” by Prof. PK Chande organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 01st-June-2020.
10 Coordinated the Webinar on “Machine Learning” by Dr. Anuradha Srinivasaraghava Jointly organized by WILEY & Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 19th-May-2020.
11 Coordinated the Webinar on “CYBERSECURITY DURING COVID-19” BY ADGP (Dr. Varun Kapoor) organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 16th-May-2020.
12 Coordinated the Webinar on “Living the Lockdown Philosophy” organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 14th-May-2020.
13 Coordinated the Webinar on “Impacts on COVID-19” by Dr. Sanjay Khator (MD-Pulmonology), Tata Memorial Hospital, Jamshedpur organized by Department of Information Technology, Shri G.S. Institute of Technology & Science, Indore (M.P.) on 03th-May-2020.
14 Coordinated three-day workshop on “Deep Learning, Java Stack & Data Analytics” sponsored by Wiley Publication, held at SGSITS, Indore, during 15-17 February 2020.
15 Coordinated one-week FDP on “Databases and Algorithms” sponsored by Electronics and ICT Academy PDPM IIITDM Jabalpur, held at SGSITS, Indore, during 26-30 December 2019.