PROFILE
B.E. From Amravati University, M.Tech From RGPV,Bhopal and Ph. D. from Jamia Millia Islamia, New Delhi and Working as an Assistant Professor in Department of Computer Science & Engineering having 19+ years teaching experience of various computer science and IT related subjects, worked in various committee at responsible position, worked as exam coordinator, counselor, mentor, time table in-charge, assistant center superintendent in university exam, center controller in UPSEE exam, Alumni Incharge, Organized Literary Activities, Dy. Chairperson Admission for B.Tech Programme under Continuing Education for Working Professionals, Dy. Coordinator PhD Admissions, Coordinator M.Tech Admissions, Dy. Coordinator IQAC, Faculty Coordinator for "Desh Ke Mentor" , Coordinator for Exploring Engineering, Hostel Warden etc..
PREVIOUS POSITIONS/ EXPERIENCE
Assistant Professor in Delhi Technological University, Delhi from 22nd December 2016 till date
Lecturer, Sr. Lecturer, Assistant Professor in KIET Group of Institutions, Ghaziabad from 10th December 2005 to 21st December 2016
TEACHING (COURSES TAUGHT)
Computer Graphics, Data warehousing Data mining, Real Time Systems, Principle of Programming Languages, Software Engineering, Operating System, Computer Networks, Programming Fundamentals, Software Testing, Multimedia Systems, IT Infrastructure Management, Distributed Systems, Machine Learning,etc
MEMBERSHIPS
CSI life membership
IAENG membership
PUBLICATIONS
Journals
|
S. No. |
Title |
Name of the Journal, Vol. No., Year |
ISSN/ ISBN Number |
| Multi-attention DeepCRNN: an efficient and explainable intrusion detection framework for Internet of Medical Things environments, Sharma, Nikhil & Shambharkar, Prashant. | Knowledge and Information Systems (2025). 67. 5783-5849. 10.1007/s10115-025-02402-9. | ||
| Towards secure healthcare: SA-GBO-ODBN model utilizing Blockchain and deep learning for data handling and diagnosis, Sharma, Nikhil & Shambharkar, Prashant. | The Computer Journal. 10.1093/comjnl/bxaf045. | ||
| Multi-layered security architecture for IoMT systems: integrating dynamic key management, decentralized storage, and dependable intrusion detection framework. Sharma, Nikhil & Shambharkar, Prashant. | International Journal of Machine Learning and Cybernetics. 1-48. 10.1007/s1 | 3042-025-02628-7 | |
| Transforming Security in Internet of Medical Things with Advanced Deep Learning-Based Intrusion Detection Frameworks, Sharma, Nikhil & Shambharkar, Prashant. | Applied Soft Computing. 180. 113420. 10.1016/j.asoc.(2025) | 2025.113420. | |
|
1 |
VSEM: A Hybrid Model for Video Summarization, Shambharkar, P.G., Goel, R. |
Journal of Information Science and Engineering, 2024, 40(6), pp. |
1253–1271 |
|
2 |
Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment, Shambharkar, P.G., Sharma, N. |
Knowledge and Information Systems, 2024, 66(10), pp. 6001–6050 |
0219-3116 |
|
3 |
Auto encoder with mode-based learning for keyframe extraction in video summarization , Shambharkar, P.G., Goel, R. |
Expert Systems, 2023, 40(10), e13437 |
1468-0394 |
|
4 |
From video summarization to real time video summarization in smart cities and beyond: A survey, Shambharkar, P.G., Goel, R. |
Frontiers in Big Data, 2023, 5, 1106776 |
2624-909X |
|
5 |
Movie trailer classification using deer hunting optimization based deep convolutional neural network in video sequences, Shambharkar, P.G., Doja, M.N. |
Multimedia Tools and Applications, 2020, 79(29-30), pp. 21197–21222 |
1380-7501 |
|
6 |
Multimodal KDK classifier for automatic classification of movie trailers, Shambharkar, P.G., Doja, M.N., Chandel, D., Bansal, K., Taneja, K. |
International Journal of Recent Technology and Engineering, 2019, 8(3), pp. 8481–8490 |
ISSN: 2277-3878 |
|
7 |
Automatic annotation of events and highlights generation of cricket match videos , Agarwal, S., Singh, N.K., Shambharkar, P.G. |
International Journal of Innovative Technology and Exploring Engineering, 2019, 8(11), pp. 3878–3881 |
ISSN: 2278-3075 |
|
8 |
Multiple Resource Management and Burst Time Prediction using Deep Reinforcement Learning |
IRED scientific publications International Journal of Advances in Computer Science & Its Applications–IJCSIA 2019 Page(s) : 131-138 |
2250 - 3765 |
|
9 |
Video Classifier Using Keywords in User Comments |
International Journal of Engineering Technology Science and Research IJETSR www.ijetsr.com Volume4,Issue7July2017 |
ISSN2394–3386 |
Conferences
|
S.N. |
Title |
Conference Proceedings with Vol. Year & Page No. |
ISSN/ISBN No. |
Whether peer reviewed. Impact factor, if any |
|
1 |
A Systematic Literature Review of the Emerging Technologies used in Securing Healthcare Data , Nikhil Sharma; Prashant Giridhar Shambharkar
|
2024 12th International Conference on Internet of Everything, Microwave, Embedded, Communication and Networks (IEMECON), 24-26 October 2024 , IEEE, Jaipur, India |
979-8-3503-8731-5 |
Peer Reviewed |
|
2 |
AttnHAR: Human Activity Recognition using Data Collected from Wearable Sensors , Monaal Sethi; Manav Yadav; Mayank Singh; Prashant Giridhar Shambharkar
|
2023 6th International Conference on Information Systems and Computer Networks (ISCON), 03-04 March 2023, IEEE, Mathura, India |
979-8-3503-4696-1 |
Peer Reviewed |
|
3 |
Smart Blockchain Secured Application for Healthcare: SBSAH, Aradhya Singh Bisht; Amit Kumar Jha; Ankit Tomar; Prashant Giridhar Shambharkar
|
2023 5th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) , 15-16 December 2023, IEEE, Greater Noida, India |
979-8-3503-3086-1 |
Peer Reviewed |
|
4 |
TAVM: A Novel Video Summarization Model Based on Text, Audio and Video Frames , Prashant Giridhar Shambharkar; Ruchi Goel |
2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS) , 01-03 November 2023, IEEE, Tashkent, Uzbekistan |
979-8-3503-4233-8 |
Peer Reviewed |
|
5 |
Blockchain-Enabled IoT (B-IoT): Overview, Security, Scalability & Challenges , Jaiminkumar Moghariya; Prashant Giridhar Shambharkar |
2023 Second International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON) , 23-24 August 2023, IEEE, Bangalore, India |
979-8-3503-3994-9 |
Peer Reviewed |
|
6 |
Industrial IoT: Overview, Enabled Technologies, Recent Case Studies & Challenges |
2023 Second International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON) , 23-24 August 2023, IEEE, Bangalore, India |
979-8-3503-3994-9 |
Peer Reviewed |
|
7 |
Leveraging Multimodal Information in Speech Data for the Non-Invasive Detection of Alzheimer’s Disease |
2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT) , 06-08 July 2023, IEEE, Delhi, India |
979-8-3503-3509-5 |
Peer Reviewed |
|
8 |
Exploring the Efficacy of Deep Learning Models for Multiclass Toxic Comment Classification in Social Media Using Natural Language Processing , Prashant Giridhar Shambharkar; Hastej Singh; Harshit Raj Raghav; Hilansh Verma
|
2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), 25-26 May 2023, IEEE, Chennai, India |
979-8-3503-1590-5 |
Peer Reviewed |
|
9 |
CNN based Deep Learning Approach for Brain Tumor Detection in MRI Images, Abhay Garg; Aditya Chauhan; Amar Sahgal; Prashant Giridhar Shambharkar
|
2023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 04-06 May 2023 , IEEE, Salem, India |
978-1-6654-5630-2 |
Peer Reviewed |
|
10 |
Early Detection of Alzheimer's Disease: The Importance of Speech Analysis , Kritesh Rauniyar; Shuvam Thakur; Aayush Nevatia; Prashant Giridhar Shambharkar
|
2023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 04-06 May 2023 , IEEE, Salem, India |
978-1-6654-5630-2 |
Peer Reviewed |
|
11 |
Plant Disease Detection And Prevention Using Deep Learning , Prashant Giridhar Shambharkar; Saurabh Sharma
|
2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS), 17-18 March 2023 , IEEE, Coimbatore, India |
979-8-3503-9737-6 |
Peer Reviewed |
|
12 |
Deep Learning Methods For COVID-19 Mitigation: Applications, Challenges and Future, Siddhant Bikram Shah; Aashish Bhandari; Prashant Giridhar Shambharkar Implications |
2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), 04-05 November 2022 , IEEE, Greater Noida, India |
978-1-6654-6200-6 |
Peer Reviewed |
|
13 |
GenGen: Analysing the Performance of Transformer-based Encoder-Decoder in a General Natural Language Generation Paradigm, Angad Sethi; Aman Kumar Gond; Abhishek Kumar Singh; Prashant Giridhar Shambharkar |
2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC) , 09-11 May 2022, IEEE, Salem, India |
978-1-6654-9710-7 |
Peer Reviewed |
|
14 |
The Confluence of AI and Blockchain in Tackling the COVID-19 Pandemic , Aashish Bhandari; Siddhant Bikram Shah; Prashant Giridhar Shambharkar |
2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), 03-05 October 2022 , IEEE, Kharagpur, India |
978-1-6654-5262-5 |
Peer Reviewed |
|
15 |
Security Threats & Attacks in IoV Environment: Open Research Issues and Challenges , Abhay Garg; Aditya Chauhan; Prashant Giridhar Shambharkar
|
2022 Third International Conference on Intelligent Computing Instrumentation and Control Technologies (ICICICT, 11-12 August 2022 , IEEE, Kannur, India |
978-1-6654-1005-2 |
Peer Reviewed |
|
16 |
Enhancing Spam Detection on SMS performance using several Machine Learning Classification Models , Tarandeep Singh; Tushar Anupam Kumar; Prashant Giridhar Shambharkar |
2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) , 28-30 April 2022, IEEE, Tirunelveli, India |
978-1-6654-8328-5 |
Peer Reviewed |
|
17 |
Comparative Study on Handwritten Digit Recognition Classifier Using CNN and Machine Learning Algorithms, Tanuja Kumari; Yatharth Vardan; Prashant Giridhar Shambharkar; Yash Gandhi
|
2022 6th International Conference on Computing Methodologies and Communication (ICCMC), 29-31 March 2022, IEEE, Erode, India |
978-1-6654-1028-1 |
Peer Reviewed |
|
18 |
COVID-19 Diagnosis Using Machine Learning Techniques, Yashaswini Yeramalli; Shachi Intodia; Prashant Giridhar Shambharkar |
2022 International Conference on Communication, Computing and Internet of Things (IC3IoT), 10-11 March 2022 , IEEE, Chennai, India |
978-1-6654-7995-0 |
Peer Reviewed |
|
19 |
Applicability of ML-IoT in Smart Healthcare Systems: Challenges, Solutions & Future Direction , Nikhil Sharma; Prashant Giridhar Shambharkar |
2022 International Conference on Computer Communication and Informatics (ICCCI) , 25-27 January 2022, IEEE, Coimbatore, India |
978-1-6654-8035-2 |
Peer Reviewed |
|
20 |
Analysis of Real Time Video Summarization using Subtitles, Prashant Giridhar Shambharkar; Ruchi Goel
|
2021 International Conference on Industrial Electronics Research and Applications (ICIERA)22-24 December 2021, IEEE, New Delhi, India |
978-1-6654-3542-0 |
Peer Reviewed |
|
21 |
Generating Caption for Image using Beam Search and Analyzation with Unsupervised Image Captioning Algorithm, Prashant Giridhar Shambharkar; Priyanka Kumari; Pratik Yadav; Rajat Kumar
|
2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS), 06-08 May 2021, IEEE, Madurai, India |
978-1-6654-1272-8 |
Peer Reviewed |
|
22 |
Movie genres and beyond: An analytical survey of classification techniques, Avleen Singh Mehal; Kalpana Meena; Rijul Bir Singh; Prashant Giridhar Shambharkar
|
2021 5th International Conference on Trends in Electronics and Informatics (ICOEI), 03-05 June 2021, IEEE, Tirunelveli, India |
978-1-6654-1571-2 |
Peer Reviewed |
|
23 |
Genre Classification of Movie Trailers using 3D Convolutional Neural Networks, Prashant Giridhar Shambharkar; Pratyush Thakur; Shaikh Imadoddin; Shantanu Chauhan; M N Doja |
2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), 13-15 May 2020 , IEEE, Madurai, India |
978-1-7281-4876-2 |
Peer Reviewed |
|
24 |
Localization of User in an Indoor Environment Using Machine Learning Classification Models, Manish Kumar; Manish Rawat; Prashant Giridhar Shambharkar
|
2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), 13-15 May 2020 , IEEE, Madurai, India |
978-1-7281-4876-2 |
Peer Reviewed |
|
25 |
Understanding and Analyzing Methods of Character Identification in Movies, Prashant Giridhar Shambharkar; Anubhav Gupta; Anirudh Gupta; Anshuman; M. N. Doja |
2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), 13-15 May 2020 , IEEE, Madurai, India |
978-1-7281-4876-2 |
Peer Reviewed |
|
26 |
A Survey Paper on Movie Trailer Genre Detection, Prashant G. Shambharkar; Anshul Anand; Anshul Kumar
|
2020 International Conference on Computing and Data Science (CDS), 01-02 August 2020 , IEEE, Stanford, CA, USA |
978-1-7281-7106-7 |
Peer Reviewed |
|
27 |
A Survey on Schedulability Analysis of Rate-Adaptive Tasks, Prashant Giridhar Shambharkar; Siddhant Bhambri; Arnav Goel; M. N. Doja
|
2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon), 14-16 February 2019 , IEEE, Faridabad, India |
978-1-7281-0211-5 |
Peer Reviewed |
|
28 |
Automatic classification of movie trailers using data mining techniques: A review, Prashant G. Shambharkar; M N Doja
|
2015 International Conference on Computing, Communication & Automation, 15-16 May 2015 , IEEE, Greater Noida, India |
978-1-4799-8890-7 |
|
BOOKS/BOOK CHAPTERS (IF ANY)
Book Chapters
|
S.N. |
Title with page no. |
Book Title, editor & publisher |
ISSN/ISBN No. |
Whether peer reviewed. |
|
1 |
IoT Securities: Applications, Security Issues and Solutions Using Diverse Technologies, Bajaj, L., Sharma, N., Shambharkar, P.G.
|
Reshaping Intelligent Business and Industry: Convergence of AI and IoT at the Cutting Edge, 2024, pp. 157–187 |
978-111990520-2 |
Peer reviewed |
|
2 |
Study on Optimizing Feature Selection in Hate Speech Using Evolutionary Algorithms, Harsh Mittal, Kartikeya Singh Chauhan, Prashant Giridhar Shambharkar |
Emerging Technologies in Data Mining and Information Security , pp 707–720 Lecture Notes in Networks and Systems ((LNNS,volume 490)) |
2367-3389 |
Peer reviewed |
|
3 |
A Novel Intrusion Detection System Using Deep Learning, Singhania, T., Agarwal, V., Sunakshi, Giridhar, P.S., Gupta, T. (2022) |
Advances in Intelligent Systems and Computing ((AISC,volume 1394)) |
|
Peer reviewed |
|
4 |
Multi Class Classification of Actors in Movie Trailer pp.953-965 |
Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences Mayank Dave, Ritu Garg, Mohit Dua, Jemal Hussien, Springer Singapore |
978-981-15-7533-4 |
Peer reviewed |
|
5 |
Automatic face recognition and finding occurrence of actors in movies pp 115-129 |
Part of the Lecture Notes in Networks and Systems book series (LNNS, volume 145) |
978-981-15-7345-3 |
Peer reviewed |
|
6 |
Activity Prediction for Elderly Using Radio-Frequency Identiï¬cation Sensors Pages 137-151 |
Evolutionary Computing and Mobile Sustainable Networks Proceedings of ICECMSN 2020 Springer |
978-981-15-5258-8 |
Peer reviewed |
PATENTS (IF ANY)
In Progress
HONOURS AND AWARDS (IF ANY)
DTU Commendable Research Award 2023,
DTU Commendable Research Award 2020,
Best Teacher Award for 2009,
SPONSORED/CONSULTANCY PROJECTS
In Progress
START-UPS (IF ANY)
In Progress
MOOC COURSES DEVELOPED (IF ANY)
In Progress
PROFESSIONAL DEVELOPMENT
Workshop / Seminar
S.N. Programme Duration Organized by
|
1 |
FDP on “ Ethereum Blockchain : From Fundamentals to Ad- vanced Development” |
One week May 19th to May 23rd 2025 |
Kerala Blockchain Academy and Del- hi Technological University, Delhi |
|
2 |
Webinar / Workshop on My Story : Motivational Session |
One day on 25th February 2025 |
Department of Computer Science & Engineering, DTU |
|
3 |
Expert lecture in Two days workshop on “APPLICATIONS OF ARTIFICIAL INTELLI- GENCE AND DEEP LEARN- ING IN VARIOUS DO- MAINS” |
Two day from 28th- 29th April 2025 |
Department of Computer Science & Engineering, DTU |
Summer institutes, refresher or orientation courses attended or conducted. Give details:
S.N. Programme Duration Organized by
|
1 |
Industrial training program on “Drafting and prosecuting Patent application and patent infringement for software patents” |
Two weeks from Decem- ber 14th to December 28th 2024 |
Lexecures ltd., Kolkata WB |
|
2 |
Industrial training in Data Ana- lytics using Spreadsheets |
Two weeks from 26th No- vember to 12th December 2024 |
NIELIT, Gorakh- pur |
Details of:
U.G. and P.G. Project Guidance : 60+ (UG) 10 (PG)
Ph.D Guidance : 02 completed and 03 in progress
Laboratory Development and experimental set up :
Programming Lab development. Shifted to new building.
Cultural/ extracurricular activity :
Faculty Advisor Round Table,
Sports/ Community and Extension services/ N.S.S:
Gold medal and certificate in Cricket, Carrom and Silver medal and certificate in Badminton
Administrative Assignments Current : Coordinator M.Tech Admissions, Coordinator IQAC, Coordinator IT/Internet, Project Coordinator, Committee member for NEP implementation, Hostel Warden BCH boys hostel
Administrative Assignments Completed : Dy. Chairperson B.Tech Evening Admissions, Dy. Coordinator IQAC, Coordinator M.Tech Admissions, Dy. Coordinator PhD Admissions, Dy. Coordinator Central Evaluation committee, Committee member for Academic and ISO audit, Committee member for Physical Verification of Non consumable items, Incharge Distribution Committee member for Mid Sem,
Any Other :
-
Coordinator for Open House organised by Centre for Extension and Field Outreach.
-
Coordinator for Exploring Engineering
-
Committee member for Orientation and Convocation
-
Election duty for state and centre election
-
other confidential assignments