मालवीय राष्ट्रीय प्रौद्योगिकी संस्थान जयपुर (राष्ट्रीय महत्व का संस्थान)
Malaviya National Institute of Technology Jaipur (An Institute of National Importance)
Department of Computer Science & Engineering
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7

Journal Publications

20

Conference Publications

2

Research Projects

5

PhD Research Supervised

Qualifications
  • Ph.D.(CSE) from BITS Pilani(0)
    M. Tech.(CSE) from MNNIT Allahabad(2003)
    B.E.(CSE) from MMEC Gorakhpur(2001)
Research Interests

Computer Networks, WDM Networks, Intelligence at Edge Networks, Nature Inspired Algorithms , Blockchain, Internet of Things.

  • Blockchain Technology
  • Computer Networks
  • Computer Science and Programming
  • Computer Science and Programming
  • Database Management Systems
  • Database Security
  • Design and Analysis of Algorithms
  • Programming Methodology
  • Programming with Python
  • Topics in Databases

    2024
  • Kuldeep Marotirao Biradar,Murari Mandal, Sachin Dube , Santosh Kumar Vipparthic , Dinesh Kumar Tyagi, "Triplet-set Feature Proximity Learning for Video Anomaly Detection" , Image and Vision Computing (Elsevier) Volume :Volume 150 / / 2024 DOI: https://doi.org/10.1016/j.imavis.2024.105205
  • Richa Kumari, Dinesh Kumar Tyagi , Ramesh B. Battula, "NEIL: aN EfficIent cLuster-based device discovery for D2D communication in B5G" , Peer-to-Peer Networking and Applications (Springer ) Volume :18 / 1-25 / 2024 DOI: DOI: 10.1007/s12083-024-01860-2
  • Prem Shanker Yadav, Dinesh Kumar Tyagi, Santosh Kumar Vipparathi, "A Novel Approach for Image Retrieval in Remote Sensing Using Vision-Language-Based Image Caption Generation" , Multimedia Tools and Applications (Springer ) Volume :Xx / / 2024 DOI: https://doi.org/10.1007/s11042-024-20447-w
    • 2016
  • Dinesh Kumar Tyagi, VK Chaubey, "Survivable Routing with Path Length Constraint in WDM Networks" , International Journal of Applied Engineering Research (Research India Publications ) Volume :11 / 404-410 / 2016
    • 2012
  • Virendra S Shekhawat, D K Tyagi, V K Chaubey, "Design and Characterization of a Modified WDM Ring Network - An Analytical Approach" , optik (Elsevier ) Volume :123 / 1103-1107 / 2012
    • 2010
  • Virendra Singh Shekhawat, Mahesh Lagadapati, Dinesh Tyagi, and V K Chaubey, "A Novel Aggressive Intermediate-Node Initiated Reservation (AIIR) Protocol for Wavelength Routed Optical WDM Networks" , International J. of Recent Trends in Engineering and Technology ( IJRTE) Volume :3 / 126-128 / 2010
    • 2009
  • Virendra Singh Shekhawat, Dinesh Kumar Tyagi, V K Chaubey, "A Novel Packet Switch Node Architecture for Contention Resolution in Synchronous Optical Packet Switched Networks" , Scientific Research (Int. J. Communications, Network and System Sciences) Volume :2 / 562-568 / 2009

    2024
  • Richa Kumari, Kushall Pal Singh, Sandeep Jangir, Dinesh Kumar Tyagi and Ramesh Babu Battula, "Lightweight Distributed Ledger Technology and Consensus Algorithms for D2D Communication" , 4th International Conference on Advanced Network Technologies and Intelligent Computing ANTIC 2024 by :Springer at BHU, VARANASI / / 2024 ISBN: (Accepted)
  • Sachin Dube,Kuldeep Biradar,Dinesh Kumar Tyagi, and Santosh Kumar Vipparthi, "WAVE-NET: Weakly-Supervised Video Anomaly Detection Through Feature Enhancement and Triplet Loss" , 9th International Conference on Computer Vision & Image Processing CVIP2024 by :Springer at IIITDM Kancheepuram, Chennai / / 2024 ISBN: (Accepted)
  • Prem Shanker Yadav, Kushall Singh, Dr.Dinesh Kumar Tyagi, Dr.Ramesh Babu Battula, "Adversarial Weather-Resilient Image Retrieval: Enhancing Restoration Using Captioning for Robust Visual Search" , 17th Asian Conference on Computer Vision by :Springer at Hanoi, Vietnam / 129-142 / 2024 ISBN: 978-981-96-0901-x
  • Sachin Dube, Dinesh Kumar Tyagi, Ramesh Babu Battula, "RW-SVD: A Surround View Rough Weather Video Anomaly Dataset and a Brief Overview of Existing Datasets" , 17th Asian Conference on Computer Vision by :Springer at Hanoi, Vietnam / 143-159 / 2024 ISBN: 978-981-96-0901-x
  • Prafulla saxena, Dinesh Kumar Tyagi, Santosh Kumar Vipparthi, Subrahmanyam Murala, "WARMOS: Enhancing Weather-Affected Referred Moving Object Segmentation" , 17th Asian Conference on Computer Vision by :Springer at Hanoi, Vietnam / 102-114 / 2024 ISBN: 978-981-96-0885-x
  • Kuldeep Biradar, Dinesh Kumar Tyagi, Ramesh Babu Battula, P Subbarao, "Robust Anomaly Detection Through Transformer-Encoded Feature Diversity Learning " , 17th Asian Conference on Computer Vision by :Springer at Hanoi, Vietnam / 115-128 / 2024 ISBN: 978-981-96-0885-x
  • Prem Shanker Yadav, Dinesh Kumar Tyagi ,Santosh Kumar Vipparathi, "Fusing Image and Text Features for Scene Sentiment Analysis Using Whale-Honey Badger Optimization Algorithm WHBOA" , Pattern Recognition, 27th International Conference ,ICPR 2024 by :Springer at Kolkata,India / 446-462 / 2024 ISBN: 978-3-031-78165-0
  • Prafulla Saxena , Susim Mukul Roy , Dinesh Kumar Tyagi , Santosh Kumar Vipparthi , Subrahmanyam Murala, R. Balasubramanian, "RefMOS: A Robust Referred Moving Object Segmentation Framework Based on Text Query" , 20th IEEE International Conference on Advanced Video and Signal Based Surveillance -AVSS by :IEEE at Niagara Falls, Canada, / 1-7 / 2024 ISBN: 979-8-3503-7429-2
  • Richa Kumari, Dinesh Kumar Tyagi, Ramesh Babu Battula, "PvFL-RA: Private Federated Learning for D2D Resource Allocation in 6G Communication" , 38th International Conference on Advanced Information Networking and Applications- AINA 2024 by :Springer at Kitakyushu, Japan / 261-273 / 2024 ISBN: ISBN 978-3-031-57
    • 2022
  • Richa Kumari,Dinesh Kumar Tyagi, "Self-Organised Mobility Aware Device Discovery for Ultra-Dense D2D Communication Network" , EEE International Conference on Advanced Networks and Telecommunications Systems ANTS- 2022 by :IEEE at Gandhinagar, Gujarat, India / / 2022
  • Gauransh Kalla,Arka Prokash Mazumdar,Dinesh Kumar Tyagi,Abhishek Narwaria, "Distance-Aware Hierarchical Data-Collecting Path Selection for Mobile Sink in Sparse WSNs" , IEEE World Forum on Internet of Things(WF-IOT) by :IEEE at Yokohama, Japan / / 2022
  • Prafulla Saxena, Kuldeep Biradar, Dinesh Kumar Tyagi, Santosh Kumar Vipparthi, "RIChEx: A ROBUST INTER-FRAME CHANGE EXPOSURE for SEGMENTING MOVING OBJECTS" , 29th IEEE International Conference on Image Processing (ICIP 2022) by :IEEE at Bordeaux, France / / 2022
  • Sachin Dube, Kuldeep Biradar, Santosh Kumar Vipparthi, Dinesh Kumar Tyagi, " MAG-Net: A Memory Augmented Generative Framework for Video Anomaly Detection Using Extrapolation" , International Conference on Computer Vision and Image Processing(CVIP) by :Springer at IIT Ropar, Punjab, INDIA / 426-437 / 2022 ISBN: 978-3-031-11349-
    • 2019
  • Dinesh Kumar Tyagi, VK Chaubey, "Maximum Network Flow Aware Multi-Lightpath Survivable Routing in WDM Networks" , Third International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2017) by :Springer at Udaipur,India / 737-748 / 2019 ISBN: 978-981-13-0585-6
    • 2018
  • Dinesh Kumar Tyagi, VK Chaubey, Parth Khandelwal, "Dynamic Lightpath Protection Through Intelligent Water Drops Based Algorithm in Optical Networks" , 2018 International Conference on Computing, Power and Communication Technologies (GUCON) by :IEEE at Greater Noida,India / 1122-1127 / 2018
    • 2016
  • Dinesh Kumar Tyagi, VK Chaubey, "Performance Evaluation of Path Length Based Routing Strategies for Survivable WDM Network" , ACM Second International Conference on Information and Communication Technology for Competitive Strategies by :ACM at Udaipur, India / / 2016
  • Dinesh Kumar Tyagi,V. K. Chaubey,Parth Khandelwal, "Routing and Wavelength Assignment in WDM Network Using IWD Based Algorithm" , 2016 International Conference on Computing, Communication and Automation (ICCCA) by :IEEE at Noida / / 2016
    • 2012
  • Dinesh Kumar Tyagi, Virendra Singh Shekhawat, V. K. Chaubey, "Resource Efficient Survivability Approach for Resilient WDM Optical Networks" , International Conference on Advances in Computing, Communications and Informatics by :ICACCI at Chennai / 619-624 / 2012
    • 2008
  • Virendra Singh Shekhawat , Dinesh Kumar Tyagi , V.K. Chaubey, "Weight Based Edge Disjoint Path Routing and Wavelength Assignment (Wedp-Rwa) Algorithm for Wdm Networks" , 2008 IEEE Region 10 and the Third International Conference on Industrial and Information Systems by :IEEE at Kharagpur, India / / 2008
    • 2007
  • Virendra Singh Shekhawat, Dinesh Kumar Tyagi, V K Chaubey, "WDM Network Topologies-a Probabilistic Model", Advanced Computing and Communications" , International Conference on Advanced Computing & Communication by :International Conference on Advanced Computing & Communication at Guwahati / 733–737 / 2007

  • National level Workshop on Python Programming at MNIT Jaipur, Jaipur, India from 26-07-2021 to 06-08-2021
  • National level Workshop on Applications on AI and Blockchain at Vignan University, Guntur, Andhra Pradesh, India from 01-04-2021 to 10-04-2021
  • National level Workshop on “Python Programming – an Industry Perspective" at MNIT , Jaipur, India from 02-12-2019 to 06-12-2019
  • International level Conference on Fourth International Conference on Computer Vision & Image Processing (CVIP-19) at Malaviya National Institute of Technology Jaipur, Jaipur, India from 27-09-2019 to 29-09-2019
  • National level Workshop on "Fundamentals of PYTHON Programming" at MNIT, Jaipur, India from 31-08-2019 to 08-09-2019
  • National level Workshop on Skill Development for "Fundamentals of C Programming Skills" at MNIT, Jaipur, India from 10-08-2019 to 18-03-2019
  • National level Workshop on Skill Development for "Data Structure Fundamentals" at MNIT, Jaipur, India from 10-08-2019 to 18-08-2019
  • National level Workshop on "ANN and Deep Learning" at MNIT , Jaipur, India from 11-06-2018 to 15-06-2018
  • National level Workshop on "Fundamentals of Databases" at MNIT, Jaipur, India from 23-06-2017 to 03-07-2017
  • National level Workshop on "Introduction to Web Development" at MNIT Jaipur , JAIPUR, India from 13-06-2017 to 22-06-2017

  • member of IEEE
  • Life Member of Computer Society of India
  • Member of ACM, USA

    Ongoing
  • Richa Kumari on Blockchain Framework for D2D communication Year - 2020
  • Kushall Pal Singh on Federated Learning Optimization for Heterogeneous Data Year - 2020
  • PRAFULLA SAXENA on Moving Object Segmentation in Visual Surveillance Year - 2020
  • BIRADAR KULDEEP MAROTIRAO on Anomaly Detection In surveillance Videos Year - 2019
  • PREM SHANKER YADAV on Image Text Correlation Learning Year - 2018

    2023-2024
  • VIJAY KUMAR on Heterogeneous Federated Learning Year - 2023-2024 (Completed)
  • ANUJ MEENA on Efficient Model for Facial Manipulation Detection Year - 2023-2024 (Completed)
    • 2022-2023
  • Pankaj Kumar on Efficient Federated Learning Model for Heterogeneous Data Year - 2022-2023 (Completed)
  • Kumar Gaurav on Secure D2D communication Year - 2022-2023 (Completed)
  • MRINAL KUMAR on Moving Object Segmentation and Detection Year - 2022-2023 (Completed)
  • PRIYANKA LUBAL on Micro-Expression Recognition using Network Architecture Search Year - 2022-2023 (Completed)
  • NIDHISH KUMAR on Blockchain Framework for Education Institute Year - 2022-2023 (Completed)
    • 2021-2022
  • ANKUSH KUMAR on Secure Edge Computing With Blockchain Year - 2021-2022 (Completed)
  • Shivendra Singh on E-Waste Management Using Blockchain-Based Smart Contracts Year - 2021-2022 (Completed)
  • ROBIN SINGH on Attack and Anomaly detection in IoT Year - 2021-2022 (Completed)
    • 2020-2021
  • PRATEEK SHARMA on Authentication of IOT EDGE device using Blockchain Year - 2020-2021 (Completed)
  • NEHA KUMARI on Power Tech : Enhanced validation tool designed to include new power saving feature validation support Year - 2020-2021 (Completed)
  • POOJA KUMARI on Routing Attack and Mitigation Method for RPL based Internet of Things Year - 2020-2021 (Completed)

Title Total Outlay
(In Lacs)		 Year Funding Agency Role
Effective analysis and detection of Internet addiction using EEG signal processing11.952024-2027DST RajasthanCo-PI
Secure Decentralized Deep Learning for Communications259.002024-2027TTDF, Department of Telecommunications (DoT), IndiaCo-PI

  • Hostel Warden in MNIT Jaipur from - 09-10-2024 to Till Date
  • Faculty Advisor in MNIT Jaipur from - 11-10-2022 to Till Date
  • Coordinator (Data Centre/Cloud) in MNIT Jaipur from - 17-07-2022 to Till Date
  • Warden in MNIT Jaipur from - 06-11-2019 to 28-07-2022
  • Cooordinator-Unnat Bharat Abhiyaan in MNIT Jaipur from - 12-09-2019 to 00-00-0000
  • Departmental Time Table Coordinator in MNIT Jaipur from - 03-07-2019 to 15-07-2021
  • Co-coordinator (CWN,Telephony & CUG) in MNIT Jaipur from - 29-05-2015 to 23-06-2020
  • Co-coordinator (Telephony & CUG) in MNIT Jaipur from - 23-05-2014 to 28-05-2015

SNo. Type Title Event Place Schedule
1ChairInternational Conference on Data Science and Applications International ConferenceJaipurJul-2023
2TalkBig Data Analytics :Fundamentals and Applications in Biological Sciencesnational workshop Central University of RajasthanMar-2023
3TalkFederated Learning: Applications, Challenges, and Future Scope National Webinar on the emerging Research areaVignans Foundation for Science Technology and Research, Vadlamudi, Andhra PradeshNov-2022
4ChairInternational Conference on Artificial Intelligence: Advances and ApplicationsInternational ConferenceJaipurApr-2022
5TalkBlockchain and its futureFaculty Development ProgrammeVignan University, Guntur APApr-2021

S.No. Category Name of Activity Organization Place Position Schedule
1NationalVisiting Faculty IIIT KotaIIIT KotaVisiting Faculty Apr-2021
2Nationalvisiting faculty IIIT Kota Kotavisiting faculty Aug-2023