DP

Dr. Amit Kumar Tyagi (SMIEEE, MACM, MCSI, and MISTE)

Current Position:

  Assistant Professor, Department of Fashion Technology, National Institute of Fashion Technology, New Delhi, 110016, Delhi, India

Biography

Amit Kumar Tyagi is working as an Assistant Professor, Department of Fashion Technology, National Institute of Fashion Technology, New Delhi, 110016, Delhi, India. About his education, he received his Ph.D. Degree in 2018 from Pondicherry Central University, India. He has worked as Assistant Professor (Senior Grade-2), and Senior Researcher at School of Computer Science and Engineering, Vellore Institute of Technology (VIT), Chennai Campus, Chennai, Tamilnadu, India since June 2019 to November 2022. He has also worked as an Assistant Professor and Head-Research, Lingaya’s Vidyapeeth (formerly known as Lingaya’s University), Faridabad, Haryana, India in 2018-2019. His supervision experience includes more than 10 Bachelor’s, Masters' dissertations and one PhD thesis. He has contributed to several projects such as “AARIN” and “P3- Block” to address some of the open issues related to the privacy breaches in Vehicular Applications (such as Parking) and Medical Cyber Physical Systems (MCPS).

    He has published over 200+ papers (according to Scopus Database) in refereed high impact journals, conferences and books, and some of his articles awarded best paper awards. Also, he has filed more than 25 patents (Nationally and Internationally) in the area of Deep Learning, Internet of Things, Cyber Physical Systems and Computer Vision. He has edited more than 30 books for IET, Elsevier, Springer, CRC Press, etc. Also, he has authored 5 Books on Internet of Things, Intelligent Transportation Systems, Vehicular Ad-hoc Network with BPB Publication, Springer and IET publisher.

    He is a Winner of Faculty Research Award (FRA) for the Year of 2019, 2020 and 2021 given by Vellore Institute of Technology, Chennai, Tamilnadu, India. Recently, he has been awarded Best paper award for paper titled “A Novel Feature Extractor Based on the Modified Approach of Histogram of oriented Gradient”, ICCSA 2020, Italy (Europe). His current research focuses on Next Generation Machine Based Communications, Blockchain Technology, Smart and Secure Computing and Privacy. He is a regular member of the ACM, IEEE, MIRLabs, Ramanujan Mathematical Society, Cryptology Research Society, and Universal Scientific Education and Research Network, CSI and ISTE.

Education

Pondicherry Engineering College/ Pondicherry University (A Central University)

. Ph.D. in Computer Science and Engineering

. 2013-2018

. Puducherry, India

Supervisor: Prof. N. Sreenath
Thesis Title: SATA Framework to Enhance Privacy for Location Based Services in Vehicular Ad-Hoc Networks (Date of Awarded: 11.09.2018).

Pondicherry University (A Central University)

. M.Tech. in Computer Science and Engineering

. 2010-2012

. Puducherry, India

Meerut Institute of Engineering and Technology

. B.Tech. in Computer Science and Engineering

. 2005-2009

. Meerut, India

Others:

  • GATE 2009, and 2016
  • UGC-CBSE-NET-2017 and 2019.
  • ICAR-ASRB-NET-2018
  • TN-SET-2016
  • IBPS-PO-MT-2011
  • French Certificate Course

Research interests

Awards

  1. Faculty Research Award for the Year 2019-2020 by Vellore Institute of Technology, Chennai, Tamilnadu, India,
    (Award money: 20000 Indian Rupees)
  2. Faculty Research Award for the Year 2020-2021 by Vellore Institute of Technology, Chennai, Tamilnadu, India,
    (Award money: 20000 Indian Rupees)
  3. Faculty Research Award for the Year 2021-2022 by Vellore Institute of Technology, Chennai, Tamilnadu, India,
    (Award money: 20000 Indian Rupees).
  4. Best Paper Award, in ICCSA 2020 (Italy, Europe) for Research Article titled “A Novel Feature Extractor Based on the Modified Approach of Histogram of oriented Gradient”.
  5. Recipient of NF-PwD Fellowship for pursuing Ph.D. in year 2013.
  6. Best Undergraduate Thesis Award, Dr. A.P.J. Abdul Kalam University (Formerly U.P.T.U), Lucknow 2009 (published by LAP LAMBERT Academic Publishing, ISBN: 978-3-330-00604-1).

Grants

  1. Recipient of student registration cum travel grant by National Technical Research Organization (NTRO), Government of India to attend Workshop on “Smart and Secure Environment” organized by Anna University, Chennai, India.
  2. Recipient of student registration cum travel grant by NTRO, Government of India to attend Workshop on “Smart and Secure Environment” organized by NIT, Trichy, India.
  3. Recipient of student registration cum travel grant by NTRO, Government of India to attend Workshop on “Smart and Secure Environment” organized by TCE, Madurai, India.
  4. Recipient of student registration cum travel grant by NTRO, Government of India to attend Workshop on “Smart and Secure Environment” organized by PSG Tech, Coimbatore, India.
  5. Recipient of student registration cum travel grant by NTRO, Government of India to attend Workshop on “Smart and Secure Environment” organized by Anna University, Chennai, India.
  6. Recipient of student registration cum travel grant by Technical Education Quality Improvement Programme (TEQIP) to attend Faculty development program on “Database Security” organized by NIT Warangal, India.
  7. Recipient of student registration cum travel grant by Technical Education Quality Improvement Programme (TEQIP) to attend Faculty development program on “Security and Privacy” organized by NIT Warangal, India.

Books

Authored

Edited

Publications

COPYRIGHT:

   The following materials are copyrighted by the corresponding publishers (e.g. ACM, IEEE, Springer Verlag). You should download them only if you accept and obey the terms and restrictions defined by the respective publishers, including the use of the downloaded materials only for personal or educational purpose.

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PhD Students

P.G Students

U.G Students

Projects

1. AARIN: Affordable, Accurate, Reliable and INnovative Mechanism to Protect a Medical Cyber-Physical System using Blockchain Technology . (Final Work Published in Elsevier). link

2. P3-Block: Privacy Preserving Parking to Vehicle Users using Blockchain Technology (Final Work Published in European Conference, Springer). link

Patents

National (Filed and published)

  1. Patent Title 1:Neural network based Facial Recognition using Deep Learning (Patent no. 202311025684).
  2. Patent Title 2:Managing a single debit cum credit, etc., card transactions through an Android Application, (Patent no. 202411013371).
  3. Patent Title 3:ID Tracking To 4-G Mobile with Security Using Deep Learning Programming (Patent no. 202021018871)
  4. Patent Title 4:Water Management Technology: Under Smart City Waste Water Management Using IoT- Based, Machine Learning Technology (Patent no 202041055915)
  5. Patent Title 5: Single Debit cum Credit Card for Making Money Transactions (Patent no. 202141007247)
  6. Patent Title 6: Implementing Blockchain Technology in Automated Teller Machine (ATM) based Electronic Voting Machine (Patent no 202141046135).
  7. Patent Title 7: Data Link Bridge (DLB): An Algorithm for Securing the data from Cryptanalysis (Patent no. 202141051540)
  8. Patent Title 8: E-Authentication system using Eye Blinking and Deep Learning (Patent no.202211016237)
  9. Patent Title 9: Mobile Based Application for Automatic Irrigation And Fertigation (Patent no. 202241020224)
  10. Patent Title 10: IoT-Based Automatic Railway Gate Controller and Notify (Patent no.202241021998)
  11. Patent Title 11: Maternity Support Garment with Posture Detection For Pregnant Women Using IoT Devices, (Patent no. 202411013372)
  12. Patent Title 12: Managing a Card Transactions through Android Application (Patent no.XX)

International (Filed and published)

USA

  1. Patent Title 1: COVID 19 Detection, Spread Prevention and Medical Assistance Using Machine Learning (Patent no. US17551376)
  2. Patent Title 2: Medical Diagnosis using Artificial Intelligence and Machine Learning (Patent no.xx)
  3. Patent Title 3: Symbol Recognition system: An Image Recognition Algorithm to process Images and to identify Symbols using AI-Based Programming (Patent no. US17392619, E20218TD43413812)

Australia

  1. Patent Title 1: IUIT- Traffic Control Alert: Intelligent Traffic Control and Alert Using IoT- Based Technology (Patent no. 2021100091) (Granted)
  2. Patent Title 2: Intelligent-SIM: Multiple Company Mobile Number installed in Single SIM (Patent no. 2021101069) (Granted)
  3. Patent Title 3: Intelligent Wi-Fi Mobile Battery Charging using Beagle bone kit (Patent No. 2021102295) (Granted)

Germany

  1. Patent Title 1: Neural Networks for Handwriting Detection System Using Brain Net and AI- Algorithm (Patent no.202022101842.1)

Journals

SCI/ SCIE/ Scopus/ WoS Indexed

  1. Amit Kumar Tyagi, G. Aghila, “A Wide Scale Survey on Botnet”, International Journal of Computer Applications (ISSN: 0975-8887), Volume 34, No.9, pp. 9-22, November 2011, https://doi.org/10.1016/j.iotcps.2021.12.002, (Scopus).
  2. Amit Kumar Tyagi, N. Sreenath, “Future Challenging Issues in Location Based Services”, International Journal of Computer Applications (ISSN: 0975 –8887), Volume 114, No. 5, pp.51-56, March 2015, (Scopus).
  3. Amit Kumar Tyagi, N. Sreenath, “A Comparative Study on Privacy Preserving Techniques for Location Based Services”, British Journal of Mathematics and Computer Science (ISSN: 2231-0851), Volume 10, No.4, pp. 1-25, July 2015, 10.9734/BJMCS/2015/16995
  4. Amit Kumar Tyagi, N. Sreenath, “Preserving Location Privacy in Location Based Services against Sybil Attacks”, International Journal of Security and Its Applications (ISSN: 1738-9976 (Print), ISSN: 2207-9629 (Online)), Volume 9, No.12, pp.189-210, December 2015, 10.14257/ijsia.2015.9.12.18, (Scopus).
  5. Amit Kumar Tyagi, N. Sreenath, “Providing Together Security, Location Privacy and Trust for Moving Objects”, International Journal of Hybrid Information Technology (ISSN: 1738-9968), Volume 9, No.3, pp. 221-240, March 2016, DOI: 10.14257/ijhit.2016.9.3.21, (Scopus).
  6. Amit Kumar Tyagi, “Cyber Physical Systems (CPSs) - Opportunities and Challenges for Improving Cyber Security”, International Journal of Computer Applications (ISSN: 0975 – 8887) Volume 137, No.14, pp. 19-27, March 2016, 10.5120/ijca2016908877
  7. Amit Kumar Tyagi1, A. Mohan Krishna, Shaveta Malik, Meghna Manoj Nair, Sreenath Niladhuri, “Never Trust Anyone: Trust-Privacy Trade-Offs in Vehicular Ad hoc Network”, British Journal of Mathematics and Computer Science (ISSN: 2231-0851), Volume 19, No. 6, pp.1-23, November 2016, DOI: 10.25046/aj050150, (Scopus).
  8. Amit Kumar Tyagi, N. Sreenath, “ISPAS: An Intelligent, Smart Parking Allotment System for Travelling Vehicles in Urban Areas”, International Journal of Security and Its Applications (IJSIA), Volume 11, No.12, pp. 45-64, December 2017, DOI:10.14257/ijsia.2017.11.12.05, (Scopus).
  9. Gillala Rekha, Amit Kumar Tyagi, and V. Krishna Reddy, “A Wide Scale Classification of Class Imbalance Problem and its Solutions: A Systematic Literature Review”, Journal of Computer Science, Vol.15, No. 7, 2019, ISSN Print: 1549-3636, pp. 886-929, (Scopus).
  10. Gillala Rekha, Amit Kumar Tyagi, and V Krishna Reddy, “Solving Class Imbalance Problem Using Bagging, Boosting Techniques, with and without Noise Filter Method”, International Journal of Hybrid Intelligent Systems, vol. 15, no. 2, pp. 67-76, 2019, DOI: 10.3233/HIS-190261, (Web of Science).
  11. Gillala Rekha, V. Krishna Reddy and Amit Kumar Tyagi, “A Novel Approach for Solving Skewed Classification Problem using Cluster Based Ensemble Approach”, Mathematical Foundations of Computing, February 2020, Vol. 3, no. 1, pp. 1-9. DOI: 10.3934/mfc.2020001, (Web of Science).
  12. Amit Kumar Tyagi, A. Mohan Krishna, Shaveta Malik, Meghna M Nair, N Sreenath, “Trust and Reputation Mechanisms in Vehicular Ad Hoc Networks: A Systematic Review”, Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 1, pp. 387-402, ISSN: 2415-6698, 2020, DOI: 10.25046/aj050150, (Scopus).
  13. Gillala Rekha, Shaveta Malik, Meghna Manoj Nair, and Amit Kumar Tyagi, “Intrusion Detection in Cyber Security: Role of Machine Learning and Data Mining in Cyber Security”, ASTESJ, Volume 5, Issue 3, pp. 72-81, ISSN: 2415-6698, 2020, DOI: 10.25046/aj050310, (Scopus).
  14. Amit Kumar Tyagi, Ajith Abraham “Internet of Things (IoTs): Future Challenging Issues and Possible Research Directions”, International Journal of Computer Information Systems and Industrial Management Applications, ISSN 2150-7988 Volume 12 (2020) pp. 113-124, (Scopus).
  15. Gillala Rekha, V. Krishna Reddy, and Amit Kumar Tyagi, “CIRUS - Critical Instances removal-based Under-Sampling - A solution for Class Imbalance”, International Journal of Hybrid Intelligent Systems, Vol. 16, no. 2, pp. 55-66, 2020, DOI: 10.3233/HIS-200279, (Web of Science).
  16. Amit Kumar Tyagi, Meghna Manoj Nair, N Sreenath, and Ajith Abraham, “Security, Privacy Research issues in Various Computing Platforms: A Survey and the Road Ahead”, Journal of Information Assurance and Security (JIAS), 2020, Vol. 15 Issue 1, p1-16, (Web of Science).
  17. Gillala Rekha, V. Krishna Reddy, and Amit Kumar Tyagi, “KDOS - Kernel Density based Over Sampling - A Solution to Skewed Class Distribution”, 2020, Journal of Information Assurance and Security (JIAS), Vol. 15 Issue 2, pp. 44-52, 2020, DOI: 10.1016/j.ins.2019.10.017, (Web of Science).
  18. Gillala Rekha, V.Krishna Reddy, and Amit Kumar Tyagi, “An EMD-Based Undersampling Approach for Handling Class-Imbalanced Data”, International Journal of Intelligent Information and Database Systems, Inderscience, Vol.13 No.2/3/4, pp. 1-10, ISSN: 1751-5866 (Online) August 2020. DOI: 10.1504/IJIIDS.2020.109463, (Scopus).
  19. Amit Kumar Tyagi, Meghna Manoj Nair, “Internet of Everything (IoE) and Internet of Things (IoTs): Threat Analyses, Possible Opportunities for Future”, Journal of Information Assurance and Security (JIAS), Vol. 15 Issue 4, October 2020, pp. 194-218, (Web of Science).
  20. Varsha. R, Meghna Manoj Nair, Siddharth M Nair, Amit Kumar Tyagi, “Deep Learning Based Blockchain Solution for Preserving Privacy in Future Vehicles”, IJHIS, IOS Press, vol. 16, no. 4, pp. 223-236, 2020, DOI: 10.3233/HIS-200289, (Web of Science).
  21. Sravanthi, K. and Burugari, Vijay Kumar, Amit Kumar Tyagi, “Preserving Privacy Techniques for Autonomous Vehicles”, International Journal of Emerging Trends in Engineering Research, 2020, Vol. 8, Issue 9, pp. 5180-5190, DOI: 10.30534/ijeter/2020/48892020, (Scopus).
  22. Meghna Manoj Nair, Amit Kumar Tyagi “Privacy: History, Statistics, Policy, Laws, Preservation and Threat Analysis”, Journal of Information Assurance and Security (JIAS), Volume 16, June 2021, pp. 24-34, (Web of Science).
  23. Amit Kumar Tyagi, Aswathy S U “Autonomous Intelligent Vehicles (AIV): Research Statements, Open Issues, Challenges and Road for Future”, International Journal of Intelligent Networks, Volume 2, pp. 83-102. Elsevier, 2021, https://doi.org/10.1016/j.ijin.2021.07.002
  24. Amit Kumar Tyagi, Aswathy S U, G. Aghila, N Sreenath “AARIN: Affordable, Accurate, Reliable and INnovative Mechanism to Protect a Medical Cyber-Physical System using Blockchain Technology” International Journal of Intelligent Networks, Volume 2, 2021, pp. 177-183, Elsevier, 2021, https://doi.org/10.1016/j.ijin.2021.09.007
  25. Sajidha S A, Udai Agarwal, Pruthviraj R P, Sparsh Agarwal, Nisha V M, Amit Kumar Tyagi, “A Simple, Effective Distance and Density Based Outlier Detection Algorithm”, Indonesian Journal of Electrical Engineering and Computer Science, Vol. 24, No. 2, November 2021, ISSN: 2502-4760 (Print), pp. 1141-1148, https://doi.org/10.11591/ijeecs.v24.i2, (Scopus).
  26. S. Subasree, N.K. Sakthivel, Khushboo Tripathi, Deepshikha Agarwal, Amit Kumar Tyagi, “Combining the Advantages of Radiomic Features based Feature Extraction and Hyper Parameters tuned RERNN using LOA for Breast Cancer Classification”, Biomedical Signal Processing and Control, 72, Elsevier, 2022, https://doi.org/10.1016/j.bspc.2021.103354, (SCI).
  27. Ashwani Prasad, Amit Kumar Tyagi, Maha M. Althobaiti, Ahmed Almulihi, Romany F. Mansour and Ayman M. Mahmoud “Human Activity Recognition using Cell Phone-based Accelerometer and Convolution Neural Network”, Applied Science, MDPI, December 2021, 11(24), https://doi.org/10.3390/app112412099, (SCI).
  28. Amit Kumar Tyagi, N. Sreenath, “Cyber Physical Systems: Analysis, Challenges and Possible Solutions”, Internet of Things and Cyber-Physical Systems, Volume 1, Pages 22-33, Elsevier, 2021, https://doi.org/10.1016/j.iotcps.2021.12.002.
  29. S. Subasree, N.K. Sakthivel, V.R.Balasaraswathi, Amit Kumar Tyagi, “Emperor Penguin Optimization for Precise Segmentation of Mammogram Images”, Journal of Circuits, Systems, and Computers, February 2022, https://doi.org/10.1142/S0218126622501316, (SCI).
  30. S Subasree, N. K. Sakthivel, Shaveta Malik, Amit Kumar Tyagi, A Wrapper Based Feature Extraction, Framework Based on Alex Deep Convolutional Neural Network Parameters Optimized Using Gradient-Based Optimizer for Mammogram Images, Concurrency and Computation Practice and Experience, April 2022, https://doi.org/10.1002/cpe.7008, (SCI).
  31. Amit Kumar Tyagi, “Transforming View of Blockchain - Internet of Things Enabled Applications for Industry 4.0 and Society 5.0”, Elsevier, 2022 (Communicated), Elsevier, 2022 (Communicated).
  32. Aparna Mohan, Amit Kumar Tyagi, “Analysis and Prediction of Apple's iPhone Sales and factors causing downfall using Machine Learning and Deep Convolutional Neural Network”, JOIV, December, 2021 (Communicated).
  33. Meghna Manoj Nair, Amit Kumar Tyagi, “Fog Computing and Edge Computing: Open Issues, Critical Challenges and the Road Ahead for Future”, IJASE, 2021 (Communicated).
  34. Shreyas Madhav A V, Amit Kumar Tyagi, N Sreenath, “Transformative View of Wired to Wireless Technologies: A Survey for Automated and Interconnected Future”, IJASE, December 2021 (Communicated).
  35. Atharva Deshmukh, Disha Patil, Amit Kumar Tyagi, “Cyber Security: New Realities for Industry 4.0 and Society 5.0”, Elsevier, 2022 (Communicated).
  36. Amit Kumar Tyagi, “A Survey on Blockchain and Cryptocurrency based Systems”, Elsevier, 2022 (Communicated).
  37. Meghna Manoj Nair, Atharva Deshmukh, Amit Kumar Tyagi “Recent Trends on Blockchain for Internet of Things based Applications: Research Statements, Critical Issues, Open Challenges and Future Research Directions”, Springer 2022 (Communicated).
  38. Amit Kumar Tyagi, Recent Trends for Smart Environments and Artificial Intelligence -Internet of Things based Technologies: A Comprehensive Review, JOIV, December, 2021 (Communicated).

Others (Non-Scopus/ ESCI/SSCI)

  1. A.Mohan Krishna, Amit Kumar Tyagi, S.V.A.V.Prasad, “Preserving Privacy In Future Vehicles of Tomorrow”, Journal of Critical Reviews, ISSN- 2394-5125 Vol 7, Issue 19, 2020.
  2. Amit Kumar Tyagi, G Rekha, “Role of Emerging Technologies in COVID 19: Analyses, Predictions, and Future Countermeasures”, SSRN Elsevier, December 2020

Conference

Scopus/ Web of Science Indexed

  1. Amit Kumar Tyagi, G.Aghila, “Detection of Fast Flux Network Based Social Bot Using Analysis Based Techniques”, July 2012, in proceeding of IEEE/ International Conference on Data Science and Engineering (ICDSE), Cochin, Kerala, pp. 24-37, , ISBN: 978-1-4673-2148-8, DOI: 10.1109/ICDSE.2012.6281898
  2. Amit Kumar Tyagi, N.Sreenath, “Location Privacy Preserving Techniques for Location Based Services over Road Networks”, 2-4 April 2015, in proceeding of IEEE/ International Conference on Communication and Signal Processing (ICCSP), ISBN: 978-1-4799-8080-2, Tamilnadu, India, pp. 1319 – 1326, DOI: 10.1109/ICCSP.2015.7322723
  3. Amit Kumar Tyagi, N.Sreenath, “Providing Trust Enabled Services in Vehicular Cloud Computing”, 6-7 May 2016, in proceeding of IEEE/ International Conference on Research Advances in Integrated Navigation Systems (RAINS), Bangalore, India, pp. 1-7, DOI: 10.1109/RAINS.2016.7764391
  4. Amit Kumar Tyagi, N.Sreenath, “Providing Trust Enabled Services in Vehicular Cloud Computing (extended version)”, 25-26 August, 2016, in proceeding of ACM/ International Conference on Informatics and Analytics (ICIA), Pondicherry, India, DOI: 10.1109/RAINS.2016.7764391
  5. R.Radha, Amit Kumar Tyagi, G.Staflin Betzy, and K.Kathiravan, “Precision Crop Protection using Wireless Sensor Network”, 6-8 December 2018, in proceeding of Springer/ 18th International Conference on Intelligent Systems Design and Applications (ISDA), VIT, Vellore, Tamilnadu, India, DOI: 10.1007/978-3-030-16657-1_26
  6. Gillala Rekha, Amit Kumar Tyagi, and V Krishna Reddy, “A Novel Approach to Solve Class Imbalance Problem Using Noise Filter Method”, 6-8 December 2018, in proceeding of Springer/ 18th International Conference on Intelligent Systems Design and Applications (ISDA), VIT, Vellore, Tamilnadu, India, DOI: 10.1007/978-3-030-16657-1_45
  7. Amit Kumar Tyagi, Gillala Rekha, and N Sreenath “Is your Privacy Safe with Aadhaar?: An Open Discussion”, 20-22 December 2018, in proceeding of IEEE/ Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC), Jaypee University of Information Technology, Shimla, Himachal Pradesh, India, DOI: 10.1109/PDGC.2018.8745836
  8. Amit Kumar Tyagi, Gillala Rekha and N Sreenath, “Real Virtual IDentification (RVID) - Providing a Virtual, Secure and Anonymous ID”, 21-22 December 2018, in proceeding of Springer/ Third International Conference on Intelligent Communication, Control and Devices (ICICCD), UPES, Dehradun, Uttarakhand, India, DOI: 10.1007/978-981-13-8618-3_56
  9. R. Radha, Amit Kumar Tyagi, and K.Kathiravan, “A Rate Control Algorithm to improve TCP over RFID Reader Network”, 21-22 December 2018, in proceeding of Springer/ Third International Conference on Intelligent Communication, Control and Devices (ICICCD),UPES, Dehradun, Uttarakhand, India, DOI: 10.1007/978-981-13-8618-3_3
  10. G.Rekha, Amit Kumar Tyagi, “Necessary Information to Know to Solve Class Imbalance Problem: From a User's Perspective”, 8-9 March, 2019, in proceeding of Springer/ The 2nd International Conference on Recent Innovations in Computing (ICRIC), Central University of Jammu, J & K, India, DOI: 10.1007/978-3-030-29407-6_46
  11. G. Rekha, Amit Kumar Tyagi, and Nandula Anuradha, “Integration of Fog Computing and Internet of Things: An Useful Overview”, 8-9 March, 2019, in proceeding of Springer/ The 2nd International Conference on Recent Innovations in Computing (ICRIC), Central University of Jammu, J & K, India, pp. 91-102, DOI: DOI: 10.1007/978-3-030-29407-6_8
  12. Amit Kumar Tyagi, G. Rekha and N Sreenath, “Beyond the Hype - Internet of Things Concepts, Security and Privacy Concerns”, 22-23 March 2019, in Proceeding of Springer/ International Conference on Emerging Trends in Engineering, College of Engineering (ICETE), Osmania University, Hyderabad, Telangana, India, DOI: 10.1007/978-3-030-24322-7_50
  13. Shivani Bansal, Meenu Gupta, and Amit Kumar Tyagi, “Building a Character Recognition System for Vehicle's Applications”, 22-23 March 2019, in Proceeding of Springer/ International Conference on Emerging Trends in Engineering, College of Engineering (ICETE), Osmania University, Hyderabad, Telangana, India, DOI: 10.1007/978-3-030-24322-7_21
  14. Amit Kumar Tyagi, Kavita Agarwal, Deepti Goyal, N. Sreenath, “A Review on Security and Privacy Issues in Internet of Things”, 13-14 April 2019, in Proceeding of Springer/ International Conference on Advancements in Computing and Management (ICACM-2019), Jagan Nath University, Rajasthan, India, DOI:10.1007/978-981-15-0222-4_46
  15. M.Shamila, K.Vinuthna, and Amit Kumar Tyagi, “A Review on Several Critical Issues and Challenges in IoT based e-Healthcare System”, 15-17 May 2019, in Proceeding of Springer/ International Conference on Intelligent Computing and Control Systems (ICCS-2019), Madurai, India. DOI: 10.1109/ICCS45141.2019.9065831
  16. Meghna Manoj Nair, Amit Kumar Tyagi, Richa Goyal, “Medical Cyber Physical Systems and Its Issues”, 11-12 November 2019, in International Conference on Recent Trends in Advanced Computing 2019, VIT Chennai, Tamilnadu India, Volume 165, 2019, Procedia Computer Science, Pages 647-655, https://doi.org/10.1016/j.procs.2020.01.059
  17. Savita Sindhu, Shruti Vashist, V.R.Singh, Amit Kumar Tyagi, “The Qualitative Study on Input - Output Channel Configurations in Wireless Body Area Network”, 11-12 November 2019, in Procedia Computer Science/ International Conference on Recent Trends in Advanced Computing 2019, VIT Chennai, Tamilnadu India, https://doi.org/10.1016/j.procs.2020.01.022
  18. G.Rekha, V.Krishna Reddy Reddy and Amit Kumar Tyagi, “Chaotic Salp Swarm Optimization Using SVM for Class Imbalance Problems”, December 10-12, 2019, in Proceeding of Springer/ 19th International Conference on Hybrid Intelligent Systems (HIS 2019), VIT Bhopal, Madhya Pradesh, India, DOI:10.1007/978-3-030-49336-3_22
  19. Shashvi Mishra, Amit Kumar Tyagi “Intrusion Detection in Internet of Things Based Applications using Blockchain Technology”, 12-14 December, 2019, in Proceeding of IEEE Xplore/ 3rd International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC 2019), Tamilnadu, India, DOI: 10.1109/I-SMAC47947.2019.9032557
  20. Sravanthi Reddy, Kavita Agarwal and Amit Kumar Tyagi, “Beyond Things: A Systematic Study of Internet of Everything”, 16-18 December 2019, in Proceeding of Springer/ 8th World Congress on Information and Communication Technologies, GIET University, Odisha, India, DOI: 10.1007/978-3-030-49339-4_23
  21. Gillala Rekha and Amit Kumar Tyagi, “Cluster-based Under-Sampling using Farthest Neighbour Technique for Imbalanced Datasets”, 13-14 December, 2019, in Proceeding of Springer/ 10th International Conference on Innovations in Bio-Inspired Computing and Applications, GIET University, Odisha, India, DOI:10.1007/978-3-030-49339-4_5
  22. Deepti Goyal, Amit Kumar Tyagi, “A Look at Top 35 Problems in the Computer Science Field for the Next Decade”, 13-14 December, 2019, in Proceeding of Taylor and Francis (T&F)/ 4th International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2019), Udaipur, Rajasthan, India, DOI:10.1201/9781003052098-40
  23. Shashvi Mishra, Kavita Agarwal, Amit Kumar Tyagi, “Intrusion Detection in Internet of Things Based e-Healthcare System - A Systematic Review”, 13-14 December, 2019, in Proceeding of Taylor and Francis (T&F)/ 4th International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2019), Udaipur, Rajasthan, India, ISBN: 9781003052098
  24. Gillala Rekha, Shaveta Malik, Amit Kumar Tyagi, V Krishna Reddy, “A Survey on Data Level Techniques - A Customer Churn Prediction Case Study”, 13-14 December 2019, in Proceeding of Taylor and Francis (T&F)/ 4th International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2019), Udaipur, Rajasthan, India. ISBN: 9781003052098, pp. 1-15, DOI:10.1201/9781003052098-37
  25. Deepti Goyal, Shaveta Malik, Richa Goyal, and Amit Kumar Tyagi and G. Rekha “Emerging Trends and Challenges in Data Science and Big Data Analytics”, 24-25 February 2020, in Proceeding of IEEE/ International Conference on Emerging Trends in Information Technology and Engineering, VIT Vellore, Tamilandu, India. DOI: 10.1109/ic-ETITE47903.2020.316
  26. Rekha Gillala, V. Krishna Reddy, Amit Kumar Tyagi and Meghna Manoj Nair, “Distance-based Bootstrap Sampling in Bagging for Imbalanced Data-Set”, 24-25 February 2020, in Proceeding of IEEE/ International Conference on Emerging Trends in Information Technology and Engineering, VIT Vellore, Tamilandu, India, DOI: 10.1109/ic-ETITE47903.2020.345
  27. A Mohan Krishna and Amit Kumar Tyagi, “Intrusion Detection in Intelligent Transportation System and its Applications using Blockchain Technology”, 24-25 February 2020, in Proceeding of IEEE/ International Conference on Emerging Trends in Information Technology and Engineering, VIT Vellore, Tamilandu, India, DOI: 10.1109/ic-ETITE47903.2020.332
  28. Amit Kumar Tyagi, Deepti Goyal, “A Survey of Privacy leakage and Security vulnerabilities in the Internet of Things”, 10-12th June 2020 in Proceeding of IEEE/ ICCES 2020: 5th International Conference on Communication and Electronics Systems, PPG Group of Institution, Coimbatore, Tamilnadu, India, DOI: 10.1109/ICCES48766.2020.9137886
  29. Amit Kumar Tyagi, Shabnam Kumari, Terrance Frederick Fernandez, C. Aravindan “P3 Block: Privacy Preserved, Trusted Smart Parking Allotment for Future Vehicles of Tomorrow”, July 1-4, 2020, in Proceeding of Springer/ 20th International Conference ICCSA, Italy, DOI: 10.1007/978-3-030-58817-5_56
  30. Shaveta Malik, Archana M, Amit Kumar Tyagi, Vasudha Arora, “A Novel Feature Extractor Based on the Modified Approach of Histogram of Oriented Gradient”, July 1-4, 2020, in Proceeding of Springer/ 20th International Conference ICCSA, Italy. (Best Paper Award), DOI:10.1007/978-3-030-58817-5_54
  31. Shivani Banal, Meenu Gupta, Amit Kumar Tyagi, “A Necessary Review on Optical Character Recognition (OCR) System for Vehicular Applications”, 15 -17 July 2020, in Proceeding of IEEE/ 2nd International Conference on Inventive Research in Computing Applications (ICIRCA), 2020, Tamilnadu, India, DOI: 10.1109/ICIRCA48905.2020.9183330
  32. Meghna Manoj Nair, Shabnam Kumari, Amit Kumar Tyagi, and Sravanthi Reddy “Deep Learning for Medical Image Recognition: Open Issues and A Way to Forward”, 24-25th July 2020, in Proceeding of Springer/ ICIMMI-2020, 2nd International Conference on Information Management & Machine Intelligence, Jaipur, Rajasthan, India, 2020, DOI: 10.1109/ICIRCA48905.2020.9183330
  33. Geeta M, G Rekha, Amit Kumar Tyagi, “Performance Analysis of Under-sampling Approaches for Solving Customer Churn Prediction”, 24-25th July 2020, in Proceeding of Springer/ ICIMMI-2020, 2nd International Conference on Information Management & Machine Intelligence, Jaipur, Rajasthan, India, 2020, DOI:10.1007/978-981-15-9689-6_37
  34. Meghna Manoj Nair, Shabnam Kumari, Amit Kumar Tyagi, “Internet of Things, Cyber Physical System and Data Analytics: Open Questions and Future Perspectives”, 24-25th July, in Proceeding of Springer/ ICIMMI-2020, 2nd International Conference on Information Management & Machine Intelligence, Jaipur, Rajasthan, India, 2020, DOI:10.1007/978-981-15-9689-6_36
  35. Amit Kumar Tyagi, Terrance Frederick Fernandez, and Aswathy S U, “Blockchain and Aadhaar Based Electronic Voting System”, 5-7 November 2020, in Proceeding of IEEE/ 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA 2020), RVS Technical Campus, Coimbatore, Tamilnadu, India, 2020, DOI: 10.1109/ICECA49313.2020.9297655
  36. Bhavya Gudeti, Terrance Frederick Fernandez, Shashvi Mishra, Amit Kumar Tyagi, Shaveta Malik and Shabnam Kumari,“ A Novel Approach to Predict Chronic Kidney Disease using Machine Learning Algorithms”, 5-7 November 2020, in Proceeding of IEEE/ 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA 2020), November 2020, Tamilnadu, India, DOI: 10.1109/ICECA49313.2020.9297392
  37. Amit Kumar Tyagi, T Frederick, Shabnam K Tyagi and Shashvi Mishra, “Intelligent Automation Systems at the Core of Industry 4.0”, 12-15 December 2020, in Proceeding of Springer/ ISDA, pp. 1-18, 2020, DOI: 10.1007/978-3-030-71187-0_1
  38. Shabnam K Tyagi, V Vani, Shaveta Malik, Amit Kumar Tyagi and Sravanti K Reddy, Analysis of Text Mining Tools in Disease Prediction, 14-16 December 2020, in Proceeding of Springer/ HIS 2020, pp. 546-564, DOI: 10.1007/978-3-030-73050-5_55
  39. Varsha Ramesh, Siddharth Nair, Amit Kumar Tyagi, Aswathy S U and RadhaKrishnan R, The Future with Advanced Analytics: A Sequential Analysis of the Disruptive Technology’s Scope, 14-16 December 2020, in Proceeding of Springer/HIS 2020, pp. 565-57, DOI: DOI:10.1007/978-3-030-73050-5_56
  40. Sri Laasya.Kanuru, Amit Kumar Tyagi, Aswathy S U, Terrance Frederick Fernandez, N Sreenath, Shashvi Mishra, “Prediction of Pesticides and Fertilizers using Machine Learning and Internet of Things”, 25-27 January 2021, in the proceeding of IEEE/ 2021 International Conference on Computer Communication and Informatics (ICCCI), pp. 1-6, 2021, Tamilnadu, India, DOI: 10.1109/ICCCI50826.2021.9402536
  41. Meghna Manoj Nair, Amit Kumar Tyagi, N Sreenath, “The Future with Industry 4.0 at the Core of Society 5.0: Open Issues, Future Opportunities and Challenges”, 25-27 January 2021, in the Proceeding of IEEE/ 2021 International Conference on Computer Communication and Informatics (ICCCI), Sri Shakthi Institute of Engineering and Technology (SIET), 2021, pp. 1-7, Tamilnadu, India, DOI: 10.1109/ICCCI50826.2021.9402498
  42. G Rekha, Amit Kumar Tyagi, Sreenath N., Mishra S., “Class Imbalanced Data: Open Issues and Future Research Directions” 25-27 January 2021, in the Proceeding of IEEE/ 2021 International Conference on Computer Communication and Informatics (ICCCI), Sri Shakthi Institute of Engineering and Technology (SIET), 2021, pp. 1-7, Tamilnadu, India, DOI: 10.1109/ICCCI50826.2021.9402272
  43. Shruti Kute, Amit Kumar Tyagi, Shaveta Malik, Atharva D, “Internet Based Healthcare Things Driven Deep Learning Algorithm for Detection and Classification of Cervical Cells”, 04-05 September 2021, in the Proceeding of Springer/ CIS 2021, CHRIST (Deemed to be University), Bengaluru, Karnataka, India, 2021, DOI:10.1007/s11227-020-03159-4
  44. Shruti Kute, Shreyas Madhav A V, Amit Kumar Tyagi, Atharva D, “Machine Learning based Authentication-Framework for Smart Internet of Things Healthcare Devices”, 28-29 September 2021 in the Proceeding of Springer/ ICECMSN 2021, RV Institute of Technology and Management, Bengaluru, Karnataka, India, 2021, DOI:10.1016/j.ins.2019.01.073
  45. Deekshetha H R, Shreyas Madhav A V, Amit Kumar Tyagi, “Traffic Prediction using Machine Learning”, 28-29 September 2021 in the Proceeding of Springer/ ICECMSN 2021, RV Institute of Technology and Management, Bengaluru, Karnataka, India, 2021, DOI: 10.1007/978-981-16-9605-3_68
  46. B.Abhishek, Amit Kumar Tyagi, “An Useful Survey on Supervised Machine Learning Algorithms: Comparisons and Classifications” 29-30 October 2021, in the Proceeding of Springer/ ICADET 2021, Tamilnadu, India, 2021.
  47. Dheeraj Sharma, Amit Kumar Tyagi, “Preserving Privacy in Internet of Things (IoT) based Devices”, 30-31 October 2021, in the proceeding of Springer/ IC4S-2021, Ghaziabad, Uttar Pradesh, India, DOI:10.1007/978-3-030-24322-7_50
  48. G Harika, Khushboo Tripathi, Amit Kumar Tyagi, “Internet of Things Based e-Healthcare: Key Challenges and Recommended Solutions for Future”, 30-31 October 2021, in the proceeding of Springer/ IC4S-2021, Ghaziabad, Uttar Pradesh, India.
  49. Shreyas Madhav A V, Amit Kumar Tyagi, “Explainable Artificial Intelligence (XAI): Connecting Artificial Decision Making and Human Trust in Autonomous Vehicles”, 30-31 October 2021, in the proceeding of Springer/ IC4S-2021, Ghaziabad, Uttar Pradesh, India.
  50. Hariket Sukesh Kumar Sheth, Amit Kumar Tyagi, “Mobile Cloud Computing: Issues, Applications and Scope in COVID-19, 13-15 December 2021, in the proceeding of Springer/ ISDA, 2021, DOI: 10.1007/978-3-030-96308-8_55
  51. Meghna Manoj Nair, Amit Kumar Tyagi, “Preserving Privacy using Blockchain Technology in Autonomous Vehicles”, 02-04 December 2021, in the proceeding of Springer/ ICNSBT 2021, ISI Kolkata, 2021.
  52. Varsha Jayaprakash, Amit Kumar Tyagi, “Security Optimization of Resource-Constrained Internet of Healthcare Things (IoHT) Devices Using Asymmetric Cryptography”, 02-04 December 2021, in the proceeding of Springer/ ICNSBT 2021, ISI Kolkata, 2021.
  53. Dhruv Agrawal, Rohit Banasal, Terrance Frederick Fernandez, Amit Kumar Tyagi, “Blockchain Integrated Machine Learning for Training Autonomous Cars” 13-15 December 2021, In the proceeding of Springer/ HIS 2021 (Online), DOI: 10.1007/978-3-030-96305-7_4
  54. Anova Ajay Pandey, Terrance Frederick Fernandez, Rohit Banasal, Amit Kumar Tyagi, “Maintaining Scalability in Blockchain”, 13-15 December 2021, in the proceeding of Springer, ISDA 2021, ISBN: 978-3-030-96308-8
  55. Isha Karn, Amit Kumar Tyagi, “Probabilistic Parsing – Application and Broad Functioning”, 16-18 December 2021, in Proceeding of IEEE Xplore/ ICEmTASS, India, 2021.
  56. Atharva D, Amit Kumar Tyagi, Uppalaguptapu Venkata E A, N Sreenath, “Blockchain for Cyber Security: A Comprehensive Review”, 25-27 January 20222, in Proceeding of IEEE Xplore/ International Conference on Computer Communication and Informatic (ICCCI) 2022, Tamilnadu, India, 2022, DOI: 10.1109/ICCCI54379.2022.9740843
  57. Atharva D, Amit Kumar Tyagi, Shraddha J, N Sreenath, “Internet of Things Based Smart Environment: Threat Analysis, Open Issues, and a Way Forward to Future”, 25-27 January 20222, in Proceeding of IEEE Xplore/ International Conference on Computer Communication and Informatic (ICCCI) 2022, Tamilnadu, India, 2022, DOI: 10.1109/ICCCI54379.2022.9740741
  58. Timothy Thomas George, Amit Kumar Tyagi, “Reliable Edge Computing Architectures for Crowdsensing Applications”, 25-27 January 20222, in Proceeding of IEEE Xplore/ International Conference on Computer Communication and Informatic (ICCCI) 2022, Tamilnadu, India, 2022, DOI: 10.1109/ICCCI54379.2022.9740791
  59. Amit Kumar Tyagi, Deepshikha Agarwal, N Sreenath, “SecVT: Securing the Vehicles of Tomorrow using Blockchain Technology”, 25-27 January 20222, in Proceeding of IEEE Xplore/ International Conference on Computer Communication and Informatic (ICCCI) 2022, Tamilnadu, India, 2022, DOI: 10.1109/ICCCI54379.2022.9740965
  60. Vishnuram G, Khushboo Tripathi, Amit Kumar Tyagi, “Ethical Hacking: Importance, Controversies and Scope in the Future”, 25-27 January 20222, in Proceeding of IEEE Xplore/ International Conference on Computer Communication and Informatic (ICCCI) 2022, Tamilnadu, India, 2022, DOI: 10.1109/ICCCI54379.2022.9740860
  61. Akshay Kumaran V, Amit Kumar Tyagi, Dr. S.Pradeep Kumar, “Blockchain Technology for Securing Internet of Vehicle: Issues and Challenges”, 25-27 January 20222, in Proceeding of IEEE Xplore/ International Conference on Computer Communication and Informatic (ICCCI) 2022, Tamilnadu, India, 2022, DOI: 10.1109/ICCCI54379.2022.9740856
  62. B. Santhanakrishnan, Amit Kumar Tyagi, Terrance Frederick Fernandez, “Blockchain Network based Decentralized Applications for Healthcare Sector”, 25-27 January 20222, in Proceeding of IEEE Xplore/ International Conference on Computer Communication and Informatic (ICCCI) 2022, Tamilnadu, India, 2022, DOI: 10.1109/ICCCI54379.2022.9740743
  63. Amit Kumar Tyagi, “SecVT: Securing the Vehicles of Tomorrow using Blockchain technology”, 17-19 February 2022, in the proceeding of Springer/ ISAI 2022, Kolkata, 2022.
  64. Hariket Sukesh Kumar Sheth, Amit Kumar Tyagi, “Deep Learning, Blockchain Based Multilayered Authentication and Security Architectures”, 9-11 May 2022, in Proceeding of IEEE Xplore/ International Conference on Applied Artificial Intelligence and Computing (ICAAIC 2022), Salem, Tamilnadu, India, 2022.
  65. Amit Kumar Tyagi, Saravanan Chandrasekaran, N Sreenath, “Blockchain Technology - A New Technology for Creating Distributed and Trusted Computing Environment”, 9-11 May 2022, in Proceeding of IEEE Xplore/ International Conference on Applied Artificial Intelligence and Computing (ICAAIC 2022), Salem, Tamilnadu, India 2022.
  66. Kiranraaj S, Amit Kumar Tyagi, “Study of Data Behaviour and Methods for Data Prediction and Analysis”, May 25-27, 2022, in Proceeding of IEEE Xplore/ 6th International Conference on Intelligent Computing and Control Systems (ICICCS 2022), Tamilnadu, India, 2022.
  67. Advait Deochakke, Amit Kumar Tyagi, Analysis of Ransomware Security on Cloud Storage Systems, 6-7 May 2022, International Conference on Advancements in Interdisciplinary Research (AIR-2022), MNIT Allahabad, Uttar Pradesh India.
  68. Shreyas Madhav A V, Amit Kumar Tyagi, “IMPROVE: Intelligent Machine Learning based Portable, Reliable and Optimal VErification System for Future Vehicles”, 30-31 October 2021, in the proceeding of Springer/ IC4S-2021, Ghaziabad, Uttar Pradesh, India.
  69. Shreyas Madhav A V, Amit Kumar Tyagi, “The Heroes and Villains of the Mix Zone: The Preservation and Leaking of User's Privacy in Future Vehicles” May 25-27, 2022, in Proceeding of IEEE Xplore/ 6th International Conference on Intelligent Computing and Control Systems (ICICCS 2022), Tamilnadu, India, 2022, DOI: https://doi.org/10.1155/2020/8862652
  70. Meghna Manoj Nair, Amit Kumar Tyagi, “Preserving Privacy using Blockchain (Distributed Ledger) Technology in Intelligent Transportation System”, In the proceeding of Springer (CCIS), ANTIC 2021, IIT BHU, Uttar Pradesh, India.
  71. Varsha Jayaprakash, Amit Kumar Tyagi, “Security Optimization of Resource-Constrained Internet of Healthcare Things (IoHT) Devices Using Lightweight Cryptography”, In the proceeding of Springer (CCIS), ANTIC 2021, IIT BHU, Uttar Pradesh, India.

Non-Scopus

  1. Lalit Sharma, Amit Kumar Tyagi, et al., “An Efficient Cyber-Physical Systems for Mobile Environments”, February 2014, in proceeding of International Conference on Advanced Developments in Engineering and Technology (ICADET), ISSN 2250-2459 (Online), Volume 4, Special Issue 1, Ghaziabad, India, pp.203-208.
  2. Amit Kumar Tyagi, N.Sreenath, “Ensuring Trust and Privacy in Large Carpooling Problems”, 19-20 October 2016, in proceeding of International Conference on Computational Intelligence and Communication (CIC), Volume 14. International Journal of Computer Science and Information Security (IJCSIS), Pondicherry, India, pp. 1-11, ISSN 1947-5500
  3. Amit Kumar Tyagi, N.Sreenath “Vehicular Ad Hoc Networks: New Challenges in Carpooling and Parking Services”, in proceeding of International Conference on Computational Intelligence and Communication (CIC), Volume 14. International Journal of Computer Science and Information Security (IJCSIS), Pondicherry, India, pp. 13-24, ISSN 1947-5500
  4. Amit Kumar Tyagi, G.Rekha, “Machine Learning with Big Data”, 26-28 February 2019, in proceeding of Elsevier/ International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University, Rajasthan, India, DOI: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3356269
  5. G.Rekha, Amit Kumar Tyagi, and V Krishna Reddy, “Performance Analysis of Under-Sampling and Over-Sampling Techniques for Solving Class Imbalance Problem”, 26-28 February 2019, in proceeding of Elsevier/ International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University, Rajasthan, India, DOI: https://dx.doi.org/10.2139/ssrn.3356374
  6. Amit Kumar Tyagi, M Shamila, “Spy in the Crowd: How User's Privacy Is Getting Affected with the Integration of Internet of Thing's Devices”, in proceeding of Elsevier/ Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019, DOI: https://dx.doi.org/10.2139/ssrn.3356268
  7. Amit Kumar Tyagi, “Building a Smart and Sustainable Environment using Internet of Things”, in proceeding of Elsevier/ Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019, DOI: https://dx.doi.org/10.2139/ssrn.3356500

Chapter/Lecture Notes

  1. Amit Kumar Tyagi, Poonam Nandal “Artificial Intelligence and Machine Learning Algorithms”, in Book - Titled “Challenges and Applications for Implementing Machine Learning in Computer Vision”, IGI Global USA, 2019. ISBN 13: 9781799801825, DOI: 10.4018/978-1-7998-0182-5.
  2. Amit Kumar Tyagi, G. Rekha “Challenges of Applying Deep Learning in Real World’s Applications”, in Book - Titled “Challenges and Applications for Implementing Machine Learning in Computer Vision”, IGI Global USA, 2019. ISBN 13: 9781799801825, DOI: 10.4018/978-1-7998-0182-5.
  3. Amit Kumar Tyagi, “Prediction Models”, in Book - Titled “Handbook of Research on Disease Prediction through Data Analytics and Machine Learning”, IGI Global USA, 2020, DOI: 10.4018/978-1-7998-2742-9, ISBN 13: 9781799827429.
  4. M.Shamila, Amit Kumar Tyagi, “Genetic Data Analysis”, in Book - Titled “Handbook of Research on Disease Prediction through Data Analytics and Machine Learning”, IGI Global USA, 2020, DOI: 10.4018/978-1-7998-2742-9.ch017, ISBN 13: 9781799827429.
  5. Amit Kumar Tyagi, G. Rekha, Sravanthi Reddy “Big Data and Behaviour Analytics”, in Book - Titled “IET Handbook of Big Data Analytics Book Series: IET Book Series on Big Data”, ISBN: 9781839530593, 2020.
  6. Shaveta Malik, Archana Mire, Amit Kumar Tyagi, Arathi Boyanapalli, "Blockchain in Clinical Trials" in Book - Titled “Opportunities and Challenges for Blockchain Technology in Autonomous Vehicles”, IGI Global USA, 2020. DOI: 10.4018/978-1-7998-3295-9.ch015, ISBN13: 9781799832959.
  7. Varsha. R, Siddharth Nair, and Amit Kumar Tyagi, "Issues and Challenges (Privacy, Security, and Trust) in Blockchain based Applications" in Book - Titled “Opportunities and Challenges for Blockchain Technology in Autonomous Vehicles”, IGI Global USA, 2020, DOI: 10.4018/978-1-7998-3295-9.ch012, ISBN13: 9781799832959.
  8. Akshara Pramod, Harsh Sankar Naicker, and Amit Kumar Tyagi, “Machine Learning and Deep Learning: Open Issues and Future Research Directions for Next Ten Years”, Computational Analysis and Understanding of Deep Learning for Medical Care: Principles, Methods, and Applications, 2020, https://doi.org/10.1002/9781119785750.ch18, ISBN: 9781119785729.
  9. Meghna M Nair, Amit Kumar Tyagi, “Deep Learning for Clinical and Health Informatics,”, Computational Analysis and Understanding of Deep Learning for Medical Care: Principles, Methods, and Applications, 2020, https://doi.org/10.1002/9781119785750.ch5, ISBN: 9781119785729.
  10. Sathiya Narayanan Sekar, Nikshith Narayan Ramesh, Jani Anbarasi L, Benson Edwin Raj, Amit Kumar Tyagi, "Current Trends, Challenges and Future Prospects for Augmented Reality and Virtual Reality" in Book - Titled “Multimedia and Sensory Input for Augmented, Mixed, and Virtual Reality”, IGI Global USA, 2020, DOI: 10.4018/978-1-7998-4703-8.ch015, ISBN: 9781799847038
  11. Ishani Tibrewal, Manas Srivastava, Amit Kumar Tyagi, “Blockchain Technology for Securing Cyber Infrastructure and Internet of Things Networks”, in Book - Titled Intelligent Interactive Multimedia Systems for e-Healthcare Applications, Springer 2021, DOI: 10.1007/978-981-16-6542-4_17
  12. Shruti S Kute, Amit Kumar Tyagi, Aswathy S U, “Security, Privacy and Trust Issues in Internet of Things and Machine Learning based e-Healthcare”, in Book - Titled Intelligent Interactive Multimedia Systems for e-Healthcare Applications, Springer 2021, ISBN: 978-981-16-6542-4
  13. Shruti S Kute, Amit Kumar Tyagi, Aswathy S U, “Industry 4.0 - A Revolution in Health Care Sector Via Cloud, Fog Technologies”, in Book - Titled Intelligent Interactive Multimedia Systems for e-Healthcare Applications, Springer 2021.
  14. Shreyas Madhav A V, Amit Kumar Tyagi, “The World with Future Technologies (Post COVID 19): Open Issues, Challenges and the Road Ahead”, in Book - Titled Intelligent Interactive Multimedia Systems for e-Healthcare Applications, Springer 2021, DOI: 10.1007/978-981-16-6542-4_22
  15. Shruti S Kute, Amit Kumar Tyagi, Rohit Sahoo, Shaveta Malik, “Building a Smart Healthcare System using Internet of Things and Machine Learning”, in Book - Gravitating Nano-sensory Drift towards Deep Learning Analysis, Modeling and Research, River Publications, ISBN: 9788770224154 (Print), 2021.
  16. Shruti S Kute, Amit Kumar Tyagi, Meghna Manoj Nair, “Research Issues and Future Research Directions towards Smart Healthcare using Internet of Things and Machine Learning”, in Book - Gravitating Nano-sensory Drift towards Deep Learning Analysis, Modeling and Research, River Publications, ISBN: 9788770224154 (Print), 2021.
  17. Amit Kumar Tyagi, Dr. Meenu Gupta, Aswathy SU, Chetanya Ved, “Healthcare Solutions for Smart Era: An Useful Explanation from User's Perspective”, in Book - Titled CRC – Recent Trends in Blockchain for Information Systems Security and Privacy – 2021.
  18. Amit Kumar Tyagi, “Analysis of Security and Privacy Aspects of Blockchain Technologies from Smart Era' Perspective: The Challenges and a Way Forward”, in Book - Titled CRC – Recent Trends in Blockchain for Information Systems Security and Privacy – 2021, DOI: https://doi.org/10.1201/9781003139737, ISBN: 9781003139737
  19. Amit Kumar Tyagi, G Rekha, Shabnam Kumari “Applications of Blockchain Technologies in Digital Forensic and Threat Hunting”, in Book - Titled CRC – Recent Trends in Blockchain for Information Systems Security and Privacy – 2021.
  20. Shabnam Kumari, Amit Kumar Tyagi, Aswathy S U, “The Future of Edge Computing with Blockchain Technology: Possibility of Threats, Opportunities and Challenges”, in Book - Titled CRC – Recent Trends in Blockchain for Information Systems Security and Privacy – 2021, DOI: https://doi.org/10.1201/9781003139737, ISBN: 9781003139737
  21. Shashvi Mishra, Amit Kumar Tyagi, “The Role of Machine Learning Techniques in Internet of Things Based Cloud Applications”, in Book - Titled “Artificial Intelligence for Internet of Things”, Springer, 2021, DOI: 10.1007/978-3-030-87059-1_4, ISBN: 978-3-030-87059-1.
  22. Shaveta Malik, Amit Kumar Tyagi, Sameer Mahajan, “Deep Learning Framework (Architecture, Generative Model, Deep Reinforcement learning) for Internet of Things Applications”, in Book - Titled “Artificial Intelligence for Internet of Things”, Springer, 2021, DOI: 10.1007/978-3-030-87059-1_9, ISBN: 978-3-030-87059-1.
  23. Deepti Goyal, Amit Kumar Tyagi, Aswathy S U “Big Data Analytics with Cloud, Fog and Edge Computing”, in Book - Titled Advanced Analytics and Deep Learning Models, 2021, ISBN: 9781119791751.
  24. Akshara Pramod, Harsh Sankar Naicker, and Amit Kumar Tyagi, “Emerging Innovations in Near Future Using Deep Learning Techniques”, in Book - Titled Advanced Analytics and Deep Learning Models, 2021, Wiley Scrivener, ISBN: 9781119791751.
  25. Varsha. R, Siddharth M Nair, Amit Kumar Tyagi, “The Fog/ Edge Computing: Challenges, Serious Concerns and the Road Ahead”, in Book - Titled Advanced Analytics and Deep Learning Models, 2021, Wiley Scrivener, ISBN: 9781119791751.
  26. Shruti S Kute, Amit Kumar Tyagi, Aswathy S.U, Shaveta Malik “Machine Learning and Internet of Things based Models for Healthcare Monitoring”, in Book - Titled Advanced Analytics and Deep Learning Models, Wiley Scrivener, 2021, ISBN: 9781119791751.
  27. M Shamila, Amit Kumar Tyagi, Aswathy S U, “Genomics and Genetic Data: A Third Eye for Doctors”, in Book – Titled Intelligent Interactive Multimedia Systems for e-Healthcare Applications, AAP Press, 2022, ISBN: 9781774910221.
  28. Amit Kumar Tyagi, S. U. Aswathy, and Shaveta Malik, Bio-Medical Data Analysis: Current Status and Future Trends, in Book – Titled Intelligent Interactive Multimedia Systems for e-Healthcare Applications, AAP Press, 2022, ISBN: 9781774910221.
  29. R. Varsha, Siddharth, Manoj Manoj Nair, Amit Kumar Tyagi, and S. U. Aswathy, Internet of Things-Based Cloud Applications: Open Issues, Challenges, and Future Research Directions, in Book – Titled Intelligent Interactive Multimedia Systems for e-Healthcare Applications, AAP Press, 2022, ISBN: 9781774910221.
  30. Shashvi Mishra, Amit Kumar Tyagi, Emerging Trends and Techniques in Machine Learning and Cloud-Based Applications, in Book – Titled Handbook of Research of Internet of Things And Cyber-Physical Systems - An Integrative Approach to an Interconnected Future, AAP Press, 2022, ISBN: 9781003277323
  31. Aswathy S U, Amit Kumar Tyagi, “Privacy Breaches through Cyber Vulnerabilities: Critical Issues, Open Challenges and Possible Countermeasures for Future” in Book - Titled CRC SPWR, CRC Press 2022.
  32. Sakshi Purwar, Amit Kumar Tyagi, Recent Advancement in Deep Learning: Open Issues, Challenges and A Way to Forward, in Book - Titled CRC – Recurrent Neural Networks: Concepts and Applications, 2022.
  33. Amit Kumar Tyagi, Aswathy S U, “Integrating Blockchain Technology and Artificial Intelligence: Synergies, Perspectives, Challenges and Research Directions”, book titled Advances in Blockchain Technology for Cyber-Physical Systems, Internet of Things, Springer Series, 2022.
  34. Meghna Manoj Nair, Amit Kumar Tyagi, “AI+IoT+Blockchain+Cloud Computing: The Necessity of Future”, Book titled Distributed Computing to Blockchain: Architecture, Technology, and Applications, Elsevier 2022.
  35. Amit Kumar Tyagi, “Decentralized Everything: A Practical Use of Blockchain Technology in Future Applications”, Book titled Distributed Computing to Blockchain: Architecture, Technology, and Applications, Elsevier 2022.
  36. Shaveta Malik, Amit Kumar Tyagi, Rohit Sahoo, “Machine Learning algorithms for Big Data Analytics including Deep Learning”, in the book: Machine Learning, Blockchain Technologies and Big Data Analytics for IoTs: Methods, Technologies and Applications IET, 2021 (In Press).
  37. Micheal Olaolu Arowolo, Moses Kazeem Abiodun, Samuel Olawepo, Bukola Fatimah Balogun, and Amit Kumar Tyagi, “An Integrated Dimensionality Reduction Model for Classifying IoT Enabled Smart Healthcare Data Analysis”, in the book: Machine Learning, Blockchain Technologies and Big Data Analytics for IoTs: Methods, Technologies and Applications IET, 2021 (In Press).
  38. Roshni Nawaz, Amit Kumar Tyagi, M Shamila, “Vulnerabilities of Smart Contracts and Solutions”, in the book: Machine Learning, Blockchain Technologies and Big Data Analytics for IoTs: Methods, Technologies and Applications IET, 2021 (In Press).
  39. Shabnam Kumari, P. Muthulakshmi, Aswathy S U, Shreyas Madhav A V, Amit Kumar Tyagi, “Artificial Intelligence - Blockchain Enabled Technology for Internet of Things: Research Statements, Open Issues, and Possible Applications in near Future”, in Book - Titled AIoT Technologies and Applications for Smart Environments, 2022 (In Press).
  40. Marion Olubunmi Adebiyi, Jesutofunmi Onaope Afolayan, Micheal Olaolu Arowolo, Amit Kumar Tyagi, Ayodele Ariyo Adebiyi, “Breast Cancer Detection using a PSO-ANN Machine Learning Technique”, in Book - Titled AIoT Technologies and Applications for Smart Environments, 2022 (In Press).
  41. Meghna M Nair, Amit Kumar Tyagi, “Cyberbullying in Digital Era: History, Trends, Limitations, Recommended Solutions for Future”, in Book - Titled AIoT Technologies and Applications for Smart Environments, 2022 (In Press).
  42. Gadiparthy Harika Sai, Amit Kumar Tyagi, Protecting Internet of Things Based System against Identity Theft Attacks using Biometric Security, in Book - Titled AIoT Technologies and Applications for Smart Environments, 2022 (In Press).
  43. Deekshetha H R, Amit Kumar Tyagi, Automated and Intelligent Systems for Smart Applications, in the book: Data Science for Genomics, Elsevier, 2022 (Accepted).
  44. Sanskar Srivastava, Amit Kumar Tyagi, Sajidha S A, Artificial Intelligence in Healthcare: Current Situation and Future Possibilities, Elsevier, in the book: MIoT, Elsevier 2022 (Accepted).
  45. Shamila. M, K. Vinuthna, Amit Kumar Tyagi, Genomic Privacy: Performance Analysis, Open Issues and Future Research Directions, in the book: Data Science for Genomics, Elsevier, 2022 (Accepted).
  46. Susindhar Arumugapriya Venkatesan, Amit Kumar Tyagi, A Review on Recent Trends in Quantum Computation Technology, in the book: Quantum Computing: A Shift from Bits to Qubits, Springer, 2022. (Accepted).
  47. Sasi Preetham, Amit Kumar Tyagi, Quantum Computing and the Qubit: The Future of Artificial Intelligence, in the book: Quantum Computing: A Shift from Bits to Qubits, Springer, 2022. (Accepted).
  48. Sanjana Prasad, Amit Kumar Tyagi, Preservation of Privacy in Medical Records of Patients with Disabilities in Healthcare Systems, in the book: IIMSHA, IGI Global 2022 (Accepted).
  49. Sanjana Menon, Amit Kumar Tyagi, Applications of Distributed Ledger (Blockchain) Technology in e-Healthcare, in the book: IIMSHA, IGI Global 2022 (Accepted).

Programs

Conducted

  1. 6th Big Data Conclave, 30 May 2020.
  2. Webinar on “Recent Trends in Blockchain Technology : 22 June 2020.”
  3. 1st International Conference on Smart and Secure Computing (SMASEC 2020), 25-26 December, 2020.

Members of Research Societies/ Communities

Others:

  1. International Computer Science and Engineering Society (ICSES)
  2. International Economics Development and Research Center (IEDRC)
  3. International Technology and Engineering Educators Association (ITEEA)
  4. Institute For Engineering Research and Publication (IFERP)

Reviewer:

  1. ISTA'2016
  2. SSCC'2016
  3. ICCDMTA’2016
  4. ICFIR’2019
  5. ICACM-2019
  6. ICAICR’2019
  7. ICRTCIS 2019
  8. ICCCT’2019
  9. SUSCOM 2020
  10. IBICA 2019
  11. WICT 2019

Lab Estabilished (with Government/ University’s Research Fund)

Big Data Analytics, November 2018. (Tools: Hadoop, KNIME, Apache Spark, and R Language), Address: Room no. 2104, Department of CSE, Lingaya’s Vidyapeeth, Faridabad, Haryana, India. (Capacity: 18 Seats)

Software Engineering/ Technical Skills

Computer Language

  • C
  • C++
  • XML
  • HTML
  • Python
  • Ruby
  • Qt framework

Simulator tools

  1. Network Simulator 2 and 3
  2. MOVE
  3. SUMO
  4. ONE
  5. GTMobiSim
  6. VANETSim
  7. KNIME
  8. PyTorch/ Tensorflow/ Keras/ Caffe
  9. Apache Spark

Operating Systems

  1. DOS
  2. WINDOW
  3. LINUX
pdf

Curriculum vitae

 download

Referees

National

  1. Prof. (Dr.) N.Sreenath , Professor (HAG), Department of Computer Science and Engineering., Puducherry Technological University (formally known as Pondicherry Engineering College, Puducherry), India-605014. Tel: +91-9443289642, Email: nsreenath@ptuniv.edu.in, sreeniladhuri@gmail.com
  2. Prof. (Dr.) G.Aghila, Director, National Institute of Technology, Tiruchirappalli, Tamilandu, India - 620015. Tel: +91-9486143910, Email: aghilaa@gmail.com, aghila@nitpy.ac.in
  3. Dr.Siva Sathya, Associate Associate Professor, Department of Computer Science, Pondicherry University, Puducherry, India-605014. Tel: +91- 9487566093, Email: sivasathya.csc@pondiuni.edu.in, ssivasathya@gmail.com
  4. Prof. (Dr.) Aswani Kumar Cherukeri, Professor (HAG), School of Information Technology & Engineering, Vellore Institute of Technology, Vellore - 632014. Tel: +91-9894132595, Email: cherukuri@acm.org, aswani@vit.ac.in

International

  1. Prof. (Dr.) Ajith Abraham, Director - Machine Intelligence Research Labs (MIR Labs) Scientific Network for Innovation and Research Excellence 11, 3rd Street NW P.O. Box 2259, Auburn, Washington 98071, USA.
  2. Dr Habil Arturas Kaklauskas, Head of the Department of Construction Economics and Property Management Vilnius Gediminas Technical University, Lithuania.
  3. Ph.D. Nebojša Bačanin-Džakula, Associate Professor, Vice-Rector for Scientific Research, Singidunum University, Danijelova,11000 Beograd, Srbija.

Copy of my publications: Google Drive

For Researchers

Looking for highly motivated researchers in "Smart and Secure AI", "Privacy", "Blockchain Technology" and "Next Generation based Machine Based Communications"

For Students

I am looking for self-motivated B.Tech, M.Tech, M.C.A, ., and PhD students interested in above mentioned areas. If you are one, please send me an email (with your updated CV) at my email id.