Faculty

Dr.M.P.Ramkumar

 ramkumar@tce.edu

60

PUBLICATIONS       

2

SPONSORED PROJECTS

25

M.E./Ph.D. SCHOLARS

51

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E Computer Science and Engineering Noorul Islam College of Engineering / Manonmaniam Sundaranar University, Tirunelveli 2000
M.E Computer Science and Engineering Dr.M.G.R. Engineering College / Anna University, Chennai 2004
Ph.D Information and Communication Engineering Thiagarajar College of Engineering / Anna University, Chennai 2018

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
18-08-2003 to 11-06-2004 10 Months Lecturer Mariana Engineering College, Sriperumbudur
14-06-2004 to 15-06-2007 3 Years Lecturer Sri Krishna College of Engineering and Technology, Coimbatore
18-06-2007 to Till date 18 Years 4 Months Associate Professor Thiagarajar College of Engineering, Madurai

 Publications

 Journals
  1. Contextual Internet of Things Intrusion Detection: A Sliding Window Convolutional Neural Network–Gated Recurrent Unit Model Enhanced by Graph Neural Networks, Cureus Journal Of Computer Science, Volume 2, Issue 1, June 2025, DoI: 10.7759/s44389-025-06001-1
  2. XGBoost meets Explainable AI: A Scalable Approach for Detection of ARP Spoofing, Volume 26, Number 3, pp. 1 – 14, ISSN: 1302-6631, DoI:10.5281/zenodo.15322871 (SJR Q3, Impact factor: 0.448)
  3. ADTBO: Aquila driving training-based optimization with deep learning for skin cancer detection, The Imaging Science Journal, Taylor & Francis, Vol.72, Issue 7, October 2024, pp. 809-827, DoI:10.1080/13682199.2023.2226894 (WoS Indexed, SJR Q3, Impact factor: 1.4)
  4. Diagnosing Diabetes using Machine Learning-based Predictive Models, Procedia Computer Science, Elsevier, Volume 233, pp.288-294, April 2024, DoI:10.1016/j.procs.2024.03.218 (Scopus Indexed, Impact factor: 0.883)
  5. STD-net: saree texture detection via deep learning framework for E-commerce applications, Signal, Image and Video Processing, Springer London, Vol.18, Issue 1,pp. 495-503, February 2024, DoI:10.1007/s11760-023-02757-y (WoS Indexed, SJR Q2, Impact factor: 2.73)
  6. Spinalnet-deep Q network with hybrid optimization for detecting autism spectrum disorder, Signal, Image and Video Processing, Springer London, Vol.17, Issue 8, pp.4305-4317, November 2023, DoI: 10.1007/s11760-023-02663-3 (WoS Indexed, SJR Q2, Impact factor: 2.73)
  7. Deep maxout network for lung cancer detection using optimization algorithm in smart Internet of Things, Concurrency and Computation: Practice and Experience, WILEY, Vol. 34, Issue 25, e7264, November 2022, ISSN 1532-0634, DoI: https://doi.org/10.1002/cpe.7264. (WoS Indexed, SJR Q2, Impact factor: 1.831) [Research article listed in WHO COVID-19 Research Database ID: covidwho-2013446]
  8. Intrusion detection using optimized ensemble classification in fog computing paradigm, Knowledge-Based Systems, Elsevier, Vol.253, Article 109364, September 2022, ISSN 0950-7051, DoI: https://doi.org/10.1016/j.knosys.2022.109364. (WoS Indexed, SJR Q1, Impact factor: 8.139)
  9. FACVSPO-enabled deep residual network and hybrid correlative feature selection for distributed denial-of-service attack detection in cloud using spark architecture, International Journal of Adaptive Control and Signal Processing, WILEY, Vol. 36, Issue 7, pp.1647-1669, July 2022, ISSN 1099-1115, DoI: https://doi.org/10.1002/acs.3415. (WoS Indexed, SJR Q2, Impact factor: 3.54) [ID:covidwho-1802017]
  10. Autonomous navigation system based on a dynamic access control architecture for the internet of vehicles, Computers and Electrical Engineering, Elsevier, Vol.101, Article 108037, July 2022, ISSN 0045-7906, DoI: https://doi.org/10.1016/j.compeleceng.2022.108037. (WoS Indexed, SJR Q1, Impact factor: 4.152)
  11. Intrusion detection in big data using hybrid feature fusion and optimization enabled deep learning based on spark architecture,Computers & Security, Elsevier, Volume 116, Article:102668, May 2022, ISSN 0167-4048 DoI:https://doi.org/10.1016/j.cose.2022.102668. (WoS Indexed, SJR Q1, Impact factor: 5.105)
  12. Single disk recovery and load balancing using parity declustering, Journal of Computational and Theoretical Nanoscience, American Scientific Publishers, ISSN:1546-1955, Volume 14, Issue 1, pp.545-550, January 2017, DoI: https://doi.org/10.1166/jctn.2017.6361 (Scopus Indexed, SJR Q3, Impact factor: 1.1)
  13. Recovery of Disk Failure in RAID-5 Using Disk Replacement Algorithm, International Journal of Innovative Research in Science, Engineering and Technology, Vol. 3, Issue 3, pp.2358-2362,2014, ISSN (Online): 2319- 8753 ISSN (Print): 2347 - 6710
  14. Securing the waypoint routing by detecting and mitigating the routing misbehavior in MANET, International Journal on Information and Communication Technologies, Volume 2, No.1-2, Pages 73-76, Jan-June 2009. ISSN:0973-5836
 Conferences
  1. Trust Based Federated Learning for Privacy-preserving in Connected Smart Communities. In 2025 Second International Conference on Cognitive Robotics and Intelligent Systems (ICC-ROBINS 2025), June 05th-07th, 2025, pp.409-418, doi: 10.1109/ICC-ROBINS64345.2025.11086303, IEEE.
  2. A Hybrid Deep Learning Model with Isolated Thresholding for Intrusion Detection in Wireless Sensor Networks, 5th International Conference on Innovations in Power and Advanced Computing Technologies (i-PACT 2025),jointly organized by Universitas Airlangga (UNAIR),Indonesia, Universiti Malaya (UM), Malaysia and Vellore Institute of Technology (VIT), Vellore, India, IEEE Indonesian Section
  3. Reference Guided Generative Adversarial Network for Image Defogging, 5th International Conference on Innovations in Power and Advanced Computing Technologies (i-PACT 2025),jointly organized by Universitas Airlangga (UNAIR),Indonesia, Universiti Malaya (UM), Malaysia and Vellore Institute of Technology (VIT), Vellore, India, technically co-sponsored by IEEE Indonesian Section
  4. IoMT Intrusion Detection System: a CNN-LSTM Hybrid with Adaptive Learning. In 11th International Conference on Communication and Signal Processing (ICCSP 2025), June 25th-26th, 2025, pp. 819-824, doi: 10.1109/ICCSP64183.202, IEEE.
  5. An Adaptive Deep Learning-Based ARP Spoofing Detection Framework with Hybrid Thresholding. In 11th International Conference on Communication and Signal Processing(ICCSP 2025), June 05th-07th, 2025, pp. 813-818, doi: 10.1109/ICCSP64183.2025.11089244, IEEE.
  6. Deep Defender: A GRU-Based Intrusion Detection System for the detection of ARP Spoofing, In RCTCE-2025: National level Research Conclave under the theme "Sustainability: Advancing towards the Resilient Future", Thiagarajar College of Engineering, Madurai
  7. Federated Learning for Sustainable Energy Efficiency: A Privacy-Preserving Artificial Intelligence Approach with Attention Mechanisms. In 2nd UCB International Conference on Sustainable Business Futures: Innovating for a Greener Tomorrow (UCB’2025), April 23rd - 24th, 2025, Springer.
  8. Optimized Hybrid Deep Learning Approach for Detecting DoS Attacks using Feature Selection in Wireless Sensor Networks. In 2025 International Conference on Computational, Communication and Information Technology (ICCCIT), March 2025, pp. 868-874, IEEE. doi:10.1109/ICCCIT62592.2025.10927869
  9. Detection of ARP Spoofing with Optimized False Alarm using Deep Learning based Absolute Thresholding. In 2024 4th International Conference on Sustainable Expert Systems (ICSES), October 15th-17th, 2024, pp. 1650-1657, IEEE. doi:10.1109/ICSES63445.2024.10763292
  10. Futuristic Diabetes Prediction: Employing Machine Learning for Timely Diagnosis,3rd International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication and Computational Intelligence (RAEEUCCI-3.0), April 17th-18th,2024, SRM Institute of Science and Technology, Chennai, pp. 1-7, doi:10.1109/RAEEUCCI61380.2024.10547994, IEEE
  11. Adaptive Web Design using Unsupervised Clustering & Sequential Pattern Mining on Clickstream Data,5th International Conference on Data, Engineering and Applications 2024 (IDEA-2k24), School of Information Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal (Accepted)
  12. A hybrid PSO-ACO based optimized feature selection for diabetes prediction,5th International Conference on Data, Engineering and Applications 2024 (IDEA-2k24), School of Information Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal (Accepted)
  13. A Multi-Layered Machine Learning Security Enhancement Approach For IOT Ecosystems,5th International Conference on Data, Engineering and Applications 2024 (IDEA-2k24), School of Information Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal (Accepted)
  14. Quantum Insights into MNIST Classification: A Comparative analysis of adversarial Resilience,5th International Conference on Data, Engineering and Applications 2024 (IDEA-2k24), School of Information Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal (Accepted)
  15. Anomaly-based Intrusion Detection System for ICS, 2023 14th International Conference on Computing, Communication and Networking Technologies (14th ICCCNT 2023), July 6th - 8th, 2023, Indian Institute of Technology-Delhi, India. pp. 1-4, IEEE, doi:10.1109/ICCCNT56998.2023.10307058
  16. CopulaGAN Boosted Random Forest Based Network Intrusion Detection System for Hospital Network Infrastructure, 2023 14th International Conference on Computing, Communication and Networking Technologies (14th ICCCNT 2023), July 6th - 8th, 2023, Indian Institute of Technology-Delhi, India. pp. 1-7, IEEE, doi:10.1109/ICCCNT56998.2023.10306951
  17. Optimization and Representation of Non-Slicing VLSI Floorplanning, 4th International Conference on Smart Electronics and Communication (ICOSEC 2023), Trichy, India, pp. 26-31,IEEE, doi: 10.1109/ICOSEC58147.2023.10276362.
  18. Rail Fastener Fault Detection Based on Enhanced YOLOv7 Model, 2023 International Conference on Circuit Power and Computing Technologies (ICCPCT), Kollam, India, pp. 1681-1689, IEEE, doi: 10.1109/ICCPCT58313.2023.10245076.
  19. Malware detection in Android Applications using static permissions, 5th International Conference on Inventive Research in Computing Applications (ICIRCA-2023), RVS College of Engineering and Technology, Coimbatore, pp.1241-1245, IEEE, DoI:10.1109/ICIRCA57980.2023.10220934
  20. Brain Tumor Detection via Deep Learning Framework on MRI Images, 4th International Conference on Communication, Circuits, and Systems (IC3S-2023), Kalinga Institute of Industrial Technology,Deemed to be University,Bhubaneswar, Odisha,IEEE, DoI:10.1109/IC3S57698.2023.10169527
  21. Routing Scalability in Named Data Networking,4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), 2022, Galgotias College of Engineering,Greater Noida, Uttar Pradesh,pp. 1749-1753,IEEE, DOI:10.1109/ICAC3N56670.2022.10074549
  22. SCADA Intrusion Detection System using Cost-Sensitive Machine Learning and SMOTE-SVM, 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), 2022, Galgotias College of Engineering, Greater Noida, Uttar Pradesh,pp. 332-337,IEEE, DOI:10.1109/ICAC3N56670.2022.10074251
  23. Machine Learning Based Feature Selection for DDoS Detection in Named Data Networking, 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), 2022, Galgotias College of Engineering, Greater Noida, Uttar Pradesh,pp. 305-310,IEEE, DOI:10.1109/ICAC3N56670.2022.10074206
  24. Text Summarization Using Text Frequency Ranking Sentence Prediction,4th International Conference on Computer, Communication and Signal Processing (ICCCSP 2020), ISBN 978-172816509-7 pp.1-5, ISBN 978-172816509-7, DoI:10.1109/ICCCSP49186.2020.9315203, January 2021, IEEE (Scopus Indexed)
  25. Interest Forwarding Strategies in Vehicular Named Data Networks, 8th International Conference on Computation of Power, Energy, Information and Communication, (ICCPEIC-2019) ISBN 978-172810837-7, pp. 053-057, April 2020, IEEE, DOI 10.1109/ICCPEIC45300.2019.9082381(Web of Science & Scopus Indexed)
  26. Statistical Approach Based Detection of Distributed Denial of Service Attack in a Software-Defined Network, 6th International Conference on Advanced Computing, pp. 380-385, DoI.10.1109/ICACCS48705.2020.9074231, April 2020, IEEE (Web of Science & Scopus Indexed) (CITED AS NON-PATENT CITATION IN US PATENT-US11190542B2)
  27. Pending Interest Lifetime Mechanism for Vehicular Named Data Networks, 2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN’19), ISBN 978-153869353-7, pp. 1-6, November 2019, IEEE, DOI 10.1109/ViTECoN.2019.8899407 (Scopus Indexed) (Best Paper Award)
  28. Information Retrieval in Search Engines using Pseudo Relevance Feedback Mechanism, 2019 International Conference on Vision Towards Emerging Trends in Communication and Networking, (ViTECoN 2019),ISBN 978-153869353-7 pp. 1-5, DOI 10.1109/ViTECoN.2019.8899424, November 2019, IEEE (Scopus Indexed)
  29. Performance Analysis of Ranking Models in Information Retrieval, 3rd International Conference on Trends in Electronics and Informatics,(ICOEI 2019), ISBN 978-153869439-8, DOI 10.1109/ICOEI.2019.8862785, pp. 1207-1211, October 2019, IEEE (Scopus Indexed)
  30. Access Time Optimization in Data Replication, 2nd International Conference on Trends in Electronics and Informatics, (ICOEI 2018),ISBN978-153863570-4, pp.1161-1165, DOI: 10.1109/ICOEI.2018.8553679, pp. 1161-1165, December 2018, IEEE (Scopus Indexed)
  31. Stripe and Disk level Data Redistribution during Scaling in Disk Arrays using RAID 5, PSG - ACM Conference on Intelligent Computing, 26-27 April 2013, Volume 1, Article No. 74, pp.469-474.
  32. Performance analysis of hierarchical and flat routing protocol in mobile ad-hoc networks, International Conference on VLSI and Communication (ICVCOM-09), Saint Gits College of Engineering, Kottayam, April 2009
  33. Securing the hierarchical routing protocol by detecting and mitigating the routing misbehavior in MANET, National Conference on Advanced Computing and Applications, PSG College of Technology, Coimbatore, Feb. 2009.
  34. Implementation of Centroid Neural Network, National Conference on Emerging Trends in Engineering and Technology, Dr. M.G.R. Educational And Research Institute, Chennai, May 2004.
 Books
  1. Federated Learning for Sustainable Energy Efficiency: A Privacy-Preserving Artificial Intelligence Approach with Attention Mechanisms, In: Hamdan, R.K. (eds) Integrating Big Data and IoT for Enhanced Decision-Making Systems in Business. Studies in Big Data, Vol 178, pp 155–166, 27th October 2025, Springer, Cham. https://doi.org/10.1007/978-3-031-97613-1_14
  2. Mitigation of Distributed Denial of Service Attack in a Software Defined Network using Flow Entry Based Open Flow Methodology, In Intelligent Computing Systems and Applications: Proceedings of the International Conference, ICICSA 2022, Lecture Notes in Networks and Systems, Vol. 1307, pp. 391-406, 1st October 2025, Springer Nature, doi: 10.1007/978-981-96-3860-4_31
  3. Data Balancing in Darknet Traffic Classification Using Deep Learning, In Intelligent Computing Systems and Applications: Proceedings of the International Conference, ICICSA 2022, Lecture Notes in Networks and Systems, Vol. 1307, pp. 15-25, 1st October 2025, Springer Nature, doi: 10.1007/978-981-96-3860-4_2
  4. Earthquake-Induced Damage Grade Prediction in Buildings Using Machine Learning, In: Lather, J.S., Singh, A.K., Sushnigdha, G. (eds) Proceedings of the International Conference on Systems, Control and Automation, ICSCA 2023, Lecture Notes in Electrical Engineering, Volume 1260, pp.521-530,1st April 2025, Print ISBN: 978-981-97-7383-1,Springer, Singapore. https://doi.org/10.1007/978-981-97-7384-8_45
  5. Load Balancing and Energy Efficient Routing in Software-Defined Networking, Das et al.(Eds), Advanced Computing, Machine Learning, Robotics and Internet Technologies, AMRIT 2023, Communications in Computer and Information Science, Volume 1, pp.243-261, Springer Cham, 2024, ISBN 978-3-031-47224-4, https://doi.org/10.1007/978-3-031-47224-4_22
  6. Protocol Anomaly Detection in IIoT, Das et al.(Eds), Advanced Computing, Machine Learning, Robotics and Internet Technologies, AMRIT 2023, Communications in Computer and Information Science, Volume 2, pp.37-46, Springer Cham, 2024, ISBN 978-3-031-47221-3, https://doi.org/10.1007/978-3-031-47221-3_4
  7. Optimized Traffic Management in Software Defined Networking, Das et al.(Eds), Advanced Computing, Machine Learning, Robotics and Internet Technologies, AMRIT 2023, Communications in Computer and Information Science, Volume 1, pp.157-168, Springer Cham, 2024, ISBN 978-3-031-47224-4, https://doi.org/10.1007/978-3-031-47224-4_14
  8. Detection of Ductal Carcinoma Using Restricted Boltzmann Machine and Autoencoder (RBM-AE) in PET Scan,In: Hasteer, N., McLoone, S., Khari, M., Sharma, P. (eds) Decision Intelligence Solutions. InCITe 2023. Lecture Notes in Electrical Engineering, Vol 1080, pp. 189-201, Springer Nature Singapore. https://doi.org/10.1007/978-981-99-5994-5_18
  9. HDD failure detection using machine learning, Machine Learning and Computational Intelligence Techniques for Data Engineering: Proceedings of the 4th International Conference MISP 2022 (National Institute of Technology, Raipur), Vol.2,pp. 721-731, 2023, Lecture Notes in Electrical Engineering, Springer Nature Singapore, ISBN 978-981-99-0047-3,DoI:10.1007/978-981-99-0047-3
  10. SMOTE Variants for Data Balancing in Intrusion Detection System using Machine Learning, Machine Learning and Computational Intelligence Techniques for Data Engineering: Proceedings of the 4th International Conference MISP 2022(National Institute of Technology, Raipur), Vol.2,pp. 317-330, 2023, LNEE, Springer Nature Singapore, ISBN 978-981-99-0047-3,DoI:10.1007/978-981-99-0047-3
  11. Goodput improvement with low-latency in Data Center Network,Machine Learning and Computational Intelligence Techniques for Data Engineering: Proceedings of the 4th International Conference MISP 2022 (National Institute of Technology, Raipur), Vol.2,pp. 291-303, 2023, Lecture Notes in Electrical Engineering, Springer Nature Singapore, ISBN 978-981-99-0047-3,DoI:10.1007/978-981-99-0047-3
  12. RAID-6 Code Variants for Recovery of a Failed Disk, In Nayak J., Abraham A., Krishna B., Chandra Sekhar G., Das A. (eds) Soft Computing in Data Analytics. Advances in Intelligent Systems and Computing, vol 758. Chapter 24, pp.237-245, 2019, Springer, Singapore. https://doi.org/10.1007/978-981-13-0514-6_24 (Web of Science & Scopus Indexed, Impact Factor: 0.9)

 Projects

TITLE SPONSORING AGENCY AMOUNT RESPONSIBILITY
Network Performance Analysis Using NS-3 MHRD 64000 Coordinator
Network Simulation Using NS-3 MHRD 16000 Coordinator

 Seminar, Conference, Workshop Attended

  1. Faculty Development Programme on "Big Data & Data Science", organized by C-DAC, NOIDA, 21-07-2025 to 01-08-2025
  2. Faculty Development Programme on "Blockchain-Powered Machine Learning: Future of AI Security and Transparency", organized by CSE Department, OP Jindal University, Raigarh, Chhattisgarh, 19-05-2025 to 23-05-2025
  3. Faculty Development Programme on “Developing Excellence in Research Oriented Writing” organized by IQAC, Sagar Institute of Research and Technology, Bhopal, 28-02-2025 to 01-03-2025
  4. AICTE Training and Learning (ATAL) Academy Sponsored Online-live Faculty Development Programme on “Deep Learning and Computer Vision in the Field of Clinical Research” organized by Dept. of AMCS, Thiagarajar College of Engineering, Madurai, 17-02-2025 to 22-02-2025
  5. Faculty Development Programme on “Intellectual Property Rights and Commercialization Strategies 2024” organized by IPR Cell of the Research and Development, Thiagarajar College of Engineering, 16-10-2024 to 16-10-2024
  6. Faculty Orientation Programme on "Skill Rack Platform" organized by Career Development Centre, Thiagarajar College of Engineering, 09-10-2024 to 09-10-2024
  7. Faculty Development Programme on "Integrated Artificial Intelligence in Data Science and its Applications in Cloud" (Online) sponsored by Tamil Nadu State Government, organized by Faculty Development Training Centre, Government College of Technology,Coimbatore, 06-03-2023 to 10-03-2023
  8. Faculty Development Programme on "Leadership Skills" organized by Faculty Development Strand, Thiagarajar College of Engineering, 06-02-2023 to 07-02-2023
  9. IBM Sponsored One Week Webinar Series on “IBM CLOUD”, organized by Dept. of AMCS, Thiagarajar College of Engineering, Madurai, 19-09-2022 to 26-09-2022
  10. IBM Sponsored One Day Faculty Development Programme on “Business Analytics & Intelligence”, organized by Dept. of AMCS, Thiagarajar College of Engineering, Madurai, 24-08-2021 to 24-08-2021
  11. "PALS Cares & Shares" Series-III-Online Assessments and Remote Proctoring-Get the LOWDOWN Webinar organized by PALS , 18-05-2020 to 18-05-2020
  12. AICTE Training and Learning Academy online FDP on Cyber Security organized by AICTE and Dr. Harisingh Gour University, Sagar, Madhya Pradesh, 18-05-2020 to 22-05-2020
  13. TEQIP-III Sponsored Two day Faculty Development Programme on “Design, Develop and Deliver online courses through MOODLE platform” through Online Mode, Jointly organized by Department of Technical Education State Project Implementation Unit - Tamil Nadu and CIT Coimbatore, 23-04-2020 to 24-04-2020
  14. TEQIP-III Sponsored Faculty Training Programme on Mind Power Unlimited: Science of achieving peak performance, holistic success & stress-free living, Thiagarajar College of Engineering, 13-12-2019 to 13-12-2019
  15. TEQIP-III Sponsored Workshop on "CDIO Based Curriculum Design" Organized by CDIO Core Group, Thiagarajar College of Engineering, Madurai, 26-08-2019 to 26-08-2019
  16. AICTE-QIP Sponsored Short Term Course on High Performance Computing for Science and Engineering, organized by Dept. of CSE, Thiagarajar College of Engineering, Madurai, 04-02-2019 to 10-02-2019
  17. AICTE-QIP Sponsored Short Term Course on Deep Learning for Visual Computing organized by Dept. of CSE, Thiagarajar College of Engineering, Madurai, 28-01-2019 to 03-02-2019
  18. Workshop on Mentoring Skills organized by Thiagarajar College of Engineering in association with M.S.Chellamuthu Institute of Mental Health and Rehabilitation(MSCIMHR), Madurai , 01-11-2018 to 01-11-2018
  19. TEQIP-III sponsored one-week Faculty Development Programme on Free/Open Source Software for AI and Machine Learning organized by Dept. of CSE, Thiagarajar College of Engineering, Madurai, 01-10-2018 to 06-10-2018
  20. TEQIP sponsored Two Day workshop on Big Data Analytics for Cyber Security solutions organized by Dept. of IT, Thiagarajar College of Engineering, Madurai, 18-09-2018 to 19-09-2018
  21. Workshop on Revised Assessment Pattern for PG courses organized by Thiagarajar College of Engineering, Madurai, 07-02-2018 to 07-02-2018
  22. ICTIEE 2018: Pre Conference Workshop on Outcome Based Education(OBE): National & International Accreditation organized by Thiagarajar College of Engineering, Madurai, 07-01-2018 to 07-01-2018
  23. TEQIP sponsored programme on Organisations Development organized by Thiagarajar College of Engineering, Madurai, 02-01-2018 to 03-01-2018
  24. TEQIP-III sponsored one day workshop on Awareness on UG Self Assessment Report(SAR) of NBA organized by Planning and Development Division, Thiagarajar College of Engineering, Madurai, 13-10-2017 to 13-10-2017
  25. Instructor training on vSphere Foundation at VMware Software India Pvt. Ltd, Bengaluru, 24-04-2017 to 28-04-2017
  26. DST-SERB sponsored Five Day Short Term Training Programme on Big data and Internet of Things: The Strategies for Smart Enviornments,Organized by IT Dept., TCE,Madurai., 17-02-2017 to 21-02-2017
  27. TEQIP sponsored workshop on ICT tools for Engineering Education organized by Centre for Engineering Education,Thiagarajar College of Engineering,Madurai , 09-11-2016 to 09-11-2016
  28. VMware Academy day 2016, VMware Software India Pvt. Ltd, Bengaluru., 20-04-2016 to 20-04-2016
  29. One day meet with EBTC -Fraunhofer as part of European Business Experience Centre at TCE,Madurai, 20-05-2015 to 20-05-2015
  30. TEQIP sponsored training programme on Management of Quality Circles for Effectiveness of Educational institutions organized by Quality Circle Forum of India,Chennai chapter and Thiagarajar College of Engineering,Madurai, 30-10-2014 to 31-10-2014
  31. TEQIP Sponsored FDP on Designing Engineering Education Research Studies organised by Centre for Engineering Education,Thiagarajar College of Engineering,Madurai, 20-08-2014 to 22-08-2014
  32. Two Week ISTE Coordinators Workshop on Computer Programming at IIT Bombay Mumbai, online participation 16th March to 19th April 2014 and physical participation , 21-04-2014 to 26-04-2014
  33. TEQIP sponsored One day workshop on "Cyber Security" organized by CSE Dept., Thiagarajar College of Engg.,Madurai, 26-03-2014 to 26-03-2014
  34. TEQIP Sponsored Workshop on Outcome Based Education at Thiagarajar College of Engineering Madurai, 23-09-2013 to 24-09-2013
  35. Faculty Development programme on “IT Infrastructure Services – Data Center Management " organised by TCE in collaboration with TCS at Thiagarajar College of Engineering, Madurai, 14-08-2013 to 14-08-2013
  36. FDP on Information Storage and Management sponsored by EMC Corporation Bangalore, organized by IT Dept., TCE, Madurai, 26-12-2011 to 30-12-2011
  37. FDP on Simulation of Wireless Networks, NITK, Surathkal , 20-06-2011 to 24-06-2011
  38. EMC Information Week, EMC Corporation Pvt., Ltd., EMC CoE, Bagmane World Technology Center, Bangalore., 05-07-2010 to 09-07-2010
  39. FDP on Webcomponent development with Servlet and JSP technologies conducted by Sun microsystems, organized by TCE, 14-12-2009 to 18-12-2009
  40. National Conference on Free/Open source software held at CSE Dept., Thiagarajar College of Engineering Madurai, 27-02-2009 to 01-03-2009
  41. Eighth Workshop on Smart and Secure Environment sponsored by NTRO, held at INDIAN INSTITUTE OF TECHNOLOGY MADRAS, CHENNAI, 19-09-2008 to 20-09-2008
  42. Sixth Workshop on Smart and Secure Environment sponsored by NTRO, held at Alagappa University, Karaikudi, 20-06-2008 to 21-06-2008
  43. Seminar on Digital Security Best Practices at Cognizant Technology Solutions, Chennai, 12-05-2008 to 12-05-2008
  44. Train the Trainer program on Storage Technology Foundations conducted by EMC Corporation organized by PSG College of Technology, Coimbatore , 17-12-2007 to 21-12-2007
  45. FDP on Multimedia Datatypes and formats, Thiagarajar College of Engineering, Madurai, 12-11-2007 to 24-11-2007
  46. Third Workshop on Smart and Secure Environment sponsored by NTRO,held at Dept. of Computer Science,M.K.University,Madurai, 21-09-2007 to 22-09-2007
  47. Workshop on " Foundation of Middleware Technologies " organized by CSE Dept., TCE, Madurai, 21-09-2006 to 23-09-2006
  48. Infosys training programme on Analysis of Algorithms at Sri Krishna College of Engineering and Technology,Coimbatore, 08-07-2005 to 08-07-2005
  49. Short term training programme on " Opportuinites and challenges in GSM,GPRS & CDMA technologies" conducted by Sri Krishna College of Engineering and Technology,Coimbatore, 13-12-2004 to 18-12-2004
  50. Workshop on Neural Networks conducted by VIT Vellore, 11-09-2003 to 12-09-2003
  51. National level conference on Object and Component Technologies organized by VIT Vellore., 22-08-2003 to 23-08-2003

 Seminar, Conference, Workshop Organised

  1. Two-day Faculty Orientation Programme on Life at TCE as part of Faculty Development Strand of Project SAVITHA, 23-09-2021 to 24-09-2021
  2. Two-day Student Workshop on Introduction and Foundations on Machine Learning by Mr.Sridhar Srinivasan, Doctoral Scholar and Practice Leader– Business Analytics, IIM Lucknow, 19-06-2021 to 26-06-2021
  3. Two-day Faculty Orientation Programme on Life at TCE as part of Faculty Development Strand of Project SAVITHA, 10-02-2021 to 11-02-2021
  4. Hands-on Training Program on Java Programming (20 hours training program for pre-final year CSE students), 30-09-2019 to 18-10-2019
  5. Skill Development Program on Programming Practice: Coding and Debugging in C (36 hours training program for Non-CS students), 21-08-2019 to 17-10-2019
  6. TEQIP III Sponsored Two Day Workshop on Network Performance Analysis Using NS-3, by Dr.Mohit P.Tahiliani, NITK Surathkal, , 18-08-2017 to 19-08-2017
  7. TEQIP II Sponsored Two Day Workshop on Network Simulation Using NS-3, by Dr.Mohit P.Tahiliani, NITK Surathkal, 07-08-2015 to 08-08-2015
  8. ISTE Main Workshop on Computer Networking conducted by IIT Bombay under NME-ICT of MHRD, New Delhi, 30-06-2014 to 05-07-2014
  9. ISTE Main Workshop on Computer Programming conducted by IIT Bombay under NME-ICT of MHRD, New Delhi , 20-05-2014 to 21-06-2014
  10. Seminar on Self-Estimation of Performance : Unskilled-Unaware Syndrome,by Dr.Sheik Meeran, University of Bath,UK., 17-07-2013 to 17-07-2013
  11. TCS Sponsored FDP on Storage and Security Management by Mr.Sriganesh from TCS, Chennai, 19-08-2010 to 19-08-2010
  12. TCS Sponsored FDP on Information Security by Mr.Vasu, TCS Chennai , 26-03-2010 to 26-03-2010
  13. TCS Sponsored FDP on Secure Electronic Transaction and ECC for Security Devices And Software by Dr.N.Vijayarangan, Senior Scientist,TCS Chennai, 11-07-2008 to 11-07-2008
  14. EMC Academic Alliance (EAA) Train the Trainer Program for participants from Engineering institutions in and around Tamilnadu, conducted by EMC Data Storage Systems, Bangalore , 02-06-2008 to 06-06-2008
  15. EAA Meet for Principal's/CEO's/HOD's of Engineering institutions,EMC Data Storage Systems , 29-02-2008 to 29-02-2008
  16. Workshop on Mathematical Foundations for Cryptography, by Prof.B.R.Shankar,NITK Surathkal , 29-11-2007 to 01-12-2007

 M.E./Ph.D. Scholars

NAME OF SCHOLAR COURSE AREA OF RESEARCH STATUS
Rinu Rose George M.E/M.S Securing the waypoint routing by detecting and mitigating the routing misbehavior in MANET Completed
Chitra V M.E/M.S Spray Wait and Focus: An efficient routing scheme for geographic mobile ad-hoc networks Completed
Sangeetha M M.E/M.S On demand multicast routing protocol with link stability database Completed
Yohashri G M.E/M.S FACES:Friend based adhoc routing using challenges to establish security in MANET Completed
Vinitha Sri S M.E/M.S Stripe and Disk level Data Redistribution during Scaling in Disk Arrays using RAID5 Completed
Rajeswari S M.E/M.S Recovery of Disk Failure in RAID5 Using Disk Replacement Algorithm Completed
Raga Priya S M.E/M.S Recovery of single disk failure in RAID6 storage systems Completed
Vijaya Kumar S M.E/M.S Identity management and security of digital images in smart phones Completed
Sivasankari M M.E/M.S Goodput improvement with low-latency in Data Center Network Completed
Srijha V M.E/M.S Access time Optimization in Data replication Completed
Bhavadharani M M.E/M.S Information Retrieval in Search Engines using Pseudo Relevance Mechanism Completed
Bavani K M.E/M.S Statistical Approach Based Detection of Distributed Denial of Service Attack in a Software Defined Network Completed
Rizwana Banu K M.E/M.S Image Encryption using Cryptographic and Steganographic Techniques Completed
Mahalakshmi M M.E/M.S Data Balancing in Intrusion Detection System using Deep Learning Completed
Lece Elizabeth Rani M.E/M.S Breast Cancer detection using CNN and PET-scan Completed
Kaviyaadhharshani D M.E/M.S A hybrid PSO-ACO based optimized feature selection for diabetes prediction Completed
Suresh K Ph.D Delay Tolerant Network Completed
Nivedhidha M Ph.D Computer Network Ongoing
Ayyana Prabu J Ph.D Block Chain Ongoing
Sangeetha A Ph.D Computer Network Ongoing
Saravanan V Ph.D Computer Network Ongoing
Muthumeena S Ph.D Deep Learning Ongoing
Dharani M.E/M.S ARP Spoofing Detection System Completed
Parkavi S M.E/M.S Intrusion Detection Systems Ongoing
Abirami Kayathiri S Ph.D Cloud Security Ongoing

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
Research Methodology PSNA College of Engineering and Technology, Dindigul 18-02-2025 to 18-02-2025
Network Protection Systems SSM Institute of Engineering and Technology, Dindigul 17-02-2024 to 17-02-2024
Skill Development Program on “Programming Practice: Coding and Debugging in C" Thiagarajar College of Engineering 21-08-2019 to 17-10-2019
Data Management Tecniques Alagappa Chettiar Government College of Engineering & Technology, Karaikudi 07-12-2018 to 07-12-2018
Storage Area Network Kamaraj College of Engineering and Technology, Virudhunagar. 16-08-2010 to 16-08-2010

  Awards and Honours

  1. Certificate of Appreciation in recognition of excellence in Teaching and Learning and Academic Research during June 2024 to May 2025, Thiagarajar College of Engineering
  2. Expert Member to scrutinize the compliance reports submitted by the affiliated colleges, Centre for Affiliation of Institutions, Anna University, Chennai-25
  3. Subject expert for formulation of syllabus of the B.E. CSE (Data Science) curriculum, offered in affiliated institutions (non-autonomous) under the ambit of Anna University, Chennai, Centre for Academic Courses, Anna University, Chennai
  4. Anna University Nominee for the Board of Studies of CSE and IT departments, PSN College of Engineering and Technology, Tirunelveli, Centre for Academic Courses, Anna University, Chennai
  5. Certificate of Appreciation for the publication of quality research papers in journals listed in Q1/Q2 SCImago Journal Ranking of the year 2023 in the Faculty Recognition Event held at TCE on 5th September 2024, Thiagarajar College of Engineering, Madurai
  6. Expert Member for the evaluation of Naan Muthalvan projects, Anna University
  7. Certificate of Reviewing, Computers and Security, United Kingdom,Elsevier Ltd.
  8. Certificate of Appreciation for the publication of quality research papers in journals listed in Q1/Q2 SCImago Journal Ranking of the year 2022 in the Faculty Recognition Event, Thiagarajar College of Engineering, Madurai
  9. Expert Member for Academic Audit, PSNA College of Engineering & Technology,Dindigul
  10. Certificate of Recognition towards Top Performing Nodal Center for Virtual Labs, Amrita Vishwa Vidyapeetham-Ministry of Education, GoI
  11. Member- Affiliation Inspection Committee , Anna University, Chennai
  12. Best Paper Award, Vellore Institute of Technology, Vellore
  13. Certificate of Excellence towards the contribution as Teaching Assistant in the 2 week ISTE main workshop on Computer Networking, IIT Bombay
  14. Certificate of Excellence towards the contribution as Workshop Coordinator in the 2 week ISTE main workshop on Computer Programming, IIT Bombay
  15. Certificate of Appreciation towards EMC Academic Alliance program at TCE, EMC Corporation Bangalore

 Membership

NAME OF SOCIETY DETAILS PERIOD
Institution of Engineers (India) MIE- Life Member

  Other Achievements

  1. Reviewer-IEEE Transactions on Reliability, SJR Q1, Indexed in SCIE, Impact Factor: 5.105
  2. Reviewer- RCTCE-2025: National level Research Conclave under the theme "Sustainability: Advancing towards the Resilient Future", Thiagarajar College of Engineering, Madurai
  3. Expert Member for the Ph.D viva-voce Examination, Anna University, Chennai
  4. Reviewer-ICITIIT-2024: Fifth International Conference on Innovative Trends in Information Technology, Indian Institute of Information Technology Kottayam
  5. Reviewer-Computers and Security, Elsevier Ltd., SJR Q1, Indexed in SCIE, Impact Factor: 5.105
  6. Reviewer-IC3S 2023:Fourth International Conference on Communication, Circuits and Systems, Kalinga Institute of Industrial Technology(Deemed to be University), Bhubaneswar, May 26-28, 2023
  7. Reviewer-PLoS ONE, Public Library of Science, SJR Q1, Indexed in SCIE, Impact Factor: 3.752
  8. Reviewer - Journal of Intelligent and Fuzzy Systems, IOS Press, SJR Q2, Indexed in SCIE, Impact Factor: 1.737
  9. Certificate of appreciation received towards the contribution as Reviewer in the 2nd International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC-2022) organized by Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, India
  10. Research articles listed in WHO COVID-19 Research Database ID:covidwho-2013446 and covidwho-1802017
  11. Reviewer- Network:Computation in Neural Systems, Taylor & Francis, SJR Q4, Indexed in SCIE, Impact Factor: 1.82
  12. Reviewer-Soft Computing, Springer Verlag, SJR Q2, Indexed in SCIE, Impact Factor: 4.2
  13. Reviewer-ICCCSP 2023:7th International Conference on Computer, Communication and Signal Processing, SSN College of Engineering, Chennai, January 4-6, 2023
  14. Reviewer-Computer Systems Science and Engineering, Tech Science Press, SJR Q2, Indexed in SCIE, Impact Factor: 1.486
  15. Reviewer-Computers, Materials and Continua, Tech Science Press, SJR Q2, Indexed in SCIE, Impact Factor: 4.15
  16. Reviewer-Intelligent Automation & Soft Computing, Tech Science Press, SJR Q3, Indexed in SCIE, Impact Factor: 3.4
  17. Reviewer- Artificial Intelligence Review, Springer, SJR Q1, Indexed in SCIE, Impact Factor: 9.588
  18. Reviewer-IEEE Access, SJR Q1, Indexed in SCIE, Impact Factor: 3.367
  19. Reviewer-International Journal of Information Technology and Decision Making, World Scientific ,SJR Q2, Indexed in SCIE, Impact Factor: 3.502
  20. Research article cited as a Non-patent citation in US PATENT (US11190542B2)
  21. Reviewer-The Computer Journal, Oxford University Press, SJR Q2, Indexed in SCIE, Impact Factor: 1.762
  22. Certification on Managing Network Security, Coursera
  23. Certification on Cybersecurity and the Internet of Things, Coursera
  24. Certification on Blockchain Basics, Coursera
  25. Reviewer- Journal of Critical Reviews, Indexed in SCI, Impact Factor: 1.494
  26. Certification on Problem Solving through Programming in C, NPTEL
  27. Reviewer-ICCIDE-2020: 3rd International Conference on Computational Intelligence & Data Engineering,Vasavi College of Engineering,Hyderabad
  28. Reviewer-ic-ETITE'20-IEEE International Conference on Emerging Trends in Information Technology and Engineering,Vellore Institute of Technology, Vellore
  29. Reviewer- ICIET'14:IEEE International Conference on Innovations in Engineering and Technology, KLN College of Engineering, Madurai, March 21-22, 2014.