Faculty

M.Vijayalakshmi

 mviji@tce.edu

52

PUBLICATIONS       

1

M.E./Ph.D. SCHOLARS

19

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
M.E. CSE Thiagarajar College of Engineering,Madurai 2003
Ph.D Information and Communication Engineering Anna University 2016

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
08-07-2004 to 11-12-2017 13 Assistant Professor Thiagarajar College of Engineering
12-12-2017 to 22-03-2022 5 Associate Professor Thiagarajar College of Engineering
23-03-2022 to Till date 4 Professor Thiagarajar College of Engineering

 Publications

 Journals
  1. M. Yuvashri; S.K. Varsha; M. Vijayalakshmi, Implementation of smart dustbin – a CNN-based intelligent waste management, International Journal of Environment and Waste Management (IJEWM), Vol. 37, No. 2, pp 149-160 2025. https://doi.org/10.1504/IJEWM.2025.146555. SCI Indexed
  2. Vijayalakshmi, M., Jose, A.R., Vishal, G. et al. Safety equipment detection using YOLOv8. SIViP 19, 994 (2025). https://doi.org/10.1007/s11760-025-04583-w - SCI Indexed
  3. Anita, N., Vijayalakshmi, M., Shalini, S. M., & Lakshmi, K. D. (2025). Blockchain consensus algorithms and platforms: a survey. Journal of Management Analytics, 1–37. SCI Indexed https://doi.org/10.1080/23270012.2025.2465253.
  4. M. -H. Yang, C. -H. Chen, J. -N. Luo, M. Vijayalakshmi and S. Mercy Shalinie, "An Efficient and Secure Method for Simultaneous Ownership Transfer of Multiple Mobile Readers," in IEEE Systems Journal, Impact Factor: 4.802. SCI Indexed doi: 10.1109/JSYST.2023.3251970.
  5. Subash, A., Danny, C.S.A. & Vijayalakshmi, M. IoT-based secure luggage storage kiosk. Int. j. inf. tecnol. (2023). https://doi.org/10.1007/s41870-023-01229-3
  6. Anita, N, Vijayalakshmi, M & Shalinie, SM 2022, ‘A Lightweight scalable and secure blockchain based IoT using fuzzy logic’, Wireless Personal Communications, vol. 125, no. 3, pp. 2129-2146, ISSN: 0929-6212, Impact Factor: 2.017. SCI Indexed
  7. Anita, N, Vijayalakshmi, M & Shalinie, SM, 2022, ‘Proof-of-improved-participation: A new consensus protocol for blockchain technology’, Computer Systems Science and Engineering, vol. 44, no. 3, pp. 2007-2018, ISSN: 0267-6192, Impact Factor: 4.397. SCI Indexed
  8. Anita, N., Vijayalakshmi, M. & Shalinie, S.M. Blockchain-based anonymous anti-counterfeit supply chain framework. Sādhanā 47, 208 (2022). https://doi.org/10.1007/s12046-022-01984-2 SCI Indexed
  9. Vijayalakshmi, M.; Mercy Shalinie, S.; Yang, Ming Hour; U., Raja Meenakshi: 'Web phishing detection techniques: a survey on the state-of-the-art, taxonomy and future directions', IET Networks, 2020, 9, (5), p. 235-246, DOI: 10.1049/iet-net.2020.0078IET Digital Library, https://digital-library.theiet.org/content/journals/10.1049/iet-net.2020.0078. SNIP: 1.160
  10. M. Vijayalakshmi, S. Mercy Shalinie, Ming Hour Yang, Shou-Chuan Lai, Jia-Ning Luo, "A Blockchain-Based Secure Radio Frequency Identification Ownership Transfer Protocol", Security and Communication Networks, vol. 2022, Article ID 9377818, pp. 1-12, 2022. https://doi.org/10.1155/2022/9377818. Impact Factor: 1.791
  11. Yang, M.-H.; Luo, J.-N.; Vijayalakshmi, M.; Shalinie, S.M. Contactless Credit Cards Payment Fraud Protection by Ambient Authentication. Sensors 2022, 22, 1989. https://doi.org/10.3390/s22051989 Impact Factor: 3.576
  12. M. -H. Yang, J. -N. Luo, M. Vijayalakshmi and S. M. Shalinie, "Hybrid Multilayer Network Traceback to the Real Sources of Attack Devices," in IEEE Access, vol. 8, pp. 201087-201097, 2020, doi: 10.1109/ACCESS.2020.3034226. Impact Factor: 4.096
  13. Vijayalakshmi, M, Mercy Shalinie, S, Ming Hour Yang, 'Design and Analysis of Hybrid Single Packet IP Traceback Scheme', IET Networks, vol. 7, no. 3, pp. 141-151, 5 2018. doi: 10.1049/iet-net.2017.0115. SNIP: 1.160.
  14. Vijayalakshmi, M and Mercy Shalinie, S, ‘UDP based IP Traceback for Flooding DDoS Attack’, The International Arab Journal of Information Technology, Vol. 15, No. 1, pp. 103 - 111, 2018. Impact factor : 0.724
  15. Vijayalakshmi, M and Mercy Shalinie, S 2014, ‘Single Packet ICMP Traceback Technique using Router Interface’, Journal of Information Science and Engineering, vol. 30, no. 6, pp. 1673-1694. Impact Factor: 0.61
  16. Vijayalakshmi, M, Mercy Shalinie, S, and Nithya, N 2014, ‘A Brief Survey of IP Traceback Methodologies’, Acta Polytechnica Hungarica, vol. 11, no. 9, pp. 197-216. Impact Factor: 0.745
  17. Vijayalakshmi, M, Mercy Shalinie, S, Ajay, K and Arvind, M, 'Setting up an Efficient IoT Experimental Test Bed',IoTEvolutionWorld, 2016
  18. Akilandeswari, V, MercyShalinie, S, Vijayalakshmi, M, Sheik Mohamad Mubeen, S, Proactive Behaviour Analysis of Network Traffic Using SNMP-MIB Agents,International Journal of Network Security and its Applications
  19. Vijayalakshmi Murugesan, Mercy Shalinie Selvaraj, Ming-Hour Yang, HPSIPT: A high-precision single-packet IP traceback scheme, Computer Networks, vol. 143, 2018, pp. 275-288, ISSN: 1389-1286. doi: https://doi.org/10.1016/j.comnet.2018.07.013. Impact Factor: 3.111
 Conferences
  1. S. S, M. A, V. M and H. M. V. G, "Design and Evaluation of a Hybrid Quantum Model for Intrusion Detection Systems," 2026 International Conference on Innovative Trends in Information Technology (ICITIIT), Kottayam, India, 2026, pp. 1-6, doi: 10.1109/ICITIIT68860.2026.11499651.
  2. A. B, M. M, N. V. S and V. M, "Quantum Genetic Algorithm and XGBoost-Based Intrusion Detection Framework for SCADA-Integrated IIoT Systems," 2026 Fifth International Conference on Power, Control and Computing Technologies (ICPC2T), Raipur, India, 2026, pp. 580-585, doi: 10.1109/ICPC2T68221.2026.11646378.
  3. D. M, D. K and V. M, "Navigating the Campus: A Technological Framework for Efficient Wayfinding Solutions," 2026 International Conference on Innovative Trends in Information Technology (ICITIIT), Kottayam, India, 2026, pp. 1-5, doi: 10.1109/ICITIIT68860.2026.11499492.
  4. A. S, P. B, M. Vijayalakshmi and M. N. Devi, "Attention-Driven Compact Networks for Classifying Malware through Visual Patterns," 2025 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT), Karaikal, India, 2025, pp. 1-6, doi: 10.1109/IConSCEPT66142.2025.11436693.
  5. Periyakaruppan, N., Vijayalakshmi, M. (2025). Design and Development of Automatic Call Handling (ACH) Framework. In: Gupta, D., Pandey, M., Nigam, A., Pachori, R.B. International Conference on Next-Generation Networks and Deployable Artificial Intelligence, NGNDAI 2025, MNNIT Allahabad, Prayagraj, Uttar Pradesh, India. https://doi.org/10.1007/978-3-032-15401-9_22
  6. K. Sujatha and M. Vijayalakshmi, "Trinity Spike Neural Network for Hand Digit Recognition System," 2025 IEEE 6th India Council International Subsections Conference (INDISCON), NIT Rourkela, India, 2025, pp. 1-5, doi: 10.1109/INDISCON66021.2025.11252195.
  7. M. Vijayalakshmi, S. M. Shalinie and J. V. Bharathi, "A Comparative Analysis of Kernel Methods in Quantum Support Vector Machines for Network Anomaly Detection," 2025 Fourth International Conference on Power, Control and Computing Technologies (ICPC2T), NIT Raipur, India, 2025, pp. 1-6, doi: 10.1109/ICPC2T63847.2025.10958729.
  8. Santhiya, C., Mercy Shalinie, S., Vijayalakshmi, M. (2024). Heart Disease Prediction Using Bagging QSVC Algorithm. In: Bansal, J.C., Borah, S., Hussain, S., Salhi, S. (eds) Computing and Machine Learning. CML 2024, Sikkim Manipal University. Scopus Indexed
  9. M. Vijayalakshmi, A. Susmanth Srinivas and S. Ramanathan, "Building a Smarter Shield: Using Ensemble Learning for Multi-Class DDoS Attacks," 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IIT Mandi, India, 2024, pp. 1-6, doi: 10.1109/ICCCNT61001.2024.10725935. Scopus Indexed
  10. Shaambhavi, S., Murale Manohar, M., Vijayalakshmi, M. (2023). Mobile Malware Detection: A Comparative Study of Machine Learning Models. Third International Conference on Computer Vision and Robotics 2023, Babu Banarasi Das University, Lucknow. https://doi.org/10.1007/978-981-99-4577-1_6
  11. M. Vijayalakshmi and R. Norbu, "Smart Police: A Hybrid Deep Learning Model for Crime Proactivity Assessment," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023, pp. 1-7, doi: 10.1109/ICCCNT56998.2023.10308231.
  12. Subash. A, Arvin Danny. CS and Vijayalakshmi. M, "An Enhanced Hybrid Scheme for IP Traceback," 2023 4th International Conference on Innovative Trends in Information Technology (ICITIIT), Kottayam, India, 2023, pp. 1-5, doi: 10.1109/ICITIIT57246.2023.10068579. Scopus Indexed
  13. Harithaa, R.B., Vijayalakshmi, M. “DDoS Attack Using Machine Learning: A Brief Survey. International Conference on Soft Computing for Security Applications 2023, ICSCS 2023,Salem.
  14. R. R. N. R, N. R. S and Vijayalakshmi. M., "Web Scrapping Tools and Techniques: A Brief Survey," 2023 4th International Conference on Innovative Trends in Information Technology (ICITIIT), Kottayam, India, 2023, pp. 1-4, doi: 10.1109/ICITIIT57246.2023.10068666. Scopus Indexed
  15. Aneerudh M, Shane Rex S and Vijayalakshmi M, “Blockchain based Tourism Recommender System” 2022, 7th International Conference on Internet of Things and Connected Technologies (ICIoTCT) 2022, IIT Patna
  16. Yogamahalaksmi M, Vijayalakshmi M, Lavanya S, Saranya B, “Credit Card Fraud Detection Using CNN”, 6th International Conference on Internet of Things and Connected Technologies (ICIOTCT) 2021, IIT Patna.
  17. Shuruthi V, Keerthana K, Sudha M, Ibrahim Badhusha U, Vijayalakshmi M, Dr.Vignaraj Ananth, “Enabling Sign Language Recognition Feature in Video Conferencing”,9th International Conference Indian Society Of Ergonomics, Humanizing Work And Work Environment, 2021, IIT Guwahati
  18. Anita, N & Vijayalakshmi, M 2022, ̳RIM: A Reputation-based Incentive Mechanism using blockchain‘, 2022 3rd International Conference on Innovative Trends in Information Technology (ICITIIT,) Kottayam, India,IEEE, pp. 1-5.
  19. Anita. N and Vijayalakshmi. M, "IoT Security in Supply Chain Using Blockchain," 2021 2nd International Conference on Communication, Computing and Industry 4.0 (C2I4), 2021, pp. 1-6, doi: 10.1109/C2I454156.2021.9689263
  20. S. A. Pranesh, V. Kannan V., N. Viswanathan and M. Vijayalakshmi, "Design and Analysis of Incentive Mechanism for Ethereum-based Supply Chain Management Systems," 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020, pp. 1-6, doi: 10.1109/ICCCNT49239.2020.9225602.
  21. N Anita, M Vijayalakshmi, ‘Blockchain Security Attack: A Brief Survey’, 2019 10th IEEE International Conference on Computing, Communication and Networking Technologies(ICCCNT),IIT Kanpur, pp1–6,DOI:10.1109/ICCCNT45670.2019.8944615
  22. W Mercy Kiruba, M Vijayalakshmi, 'Implementation and Analysis of Data Security in a Real Time IoT Based Healthcare Application', IEEE International Conference on Trends in Electronics and Informatics (ICOEI), 2018, DOI: 10.1109/ICOEI.2018.8553908
  23. Vijayalakshmi, M, Mercy Shalinie, S, and Nithya, N, 'A Novel Algorithm on IP Traceback to Find the Real Source of Spoofed IP Packets', Springer International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems,2014
  24. M.Vijayalakshmi,S.MercyShalinie, A.Arun Pragash,IP Traceback System for Network and Application Layer Attack,Recent Trends in Information Technology(ICRTIT),pp.439-444, 2012
  25. S.Prasanna,M.Vijayalakshmi,S.MercyShalinie, Anomaly Detection System based on Analysis of Packet Header and Payload Histograms,Recent Trends in Information Technology(ICRTIT),pp.412-416,2011
 Books
  1. Periyakaruppan, N., Vijayalakshmi, M. (2026). Design and Development of Automatic Call Handling (ACH) Framework. In: Gupta, D., Pandey, M., Nigam, A., Pachori, R.B. (eds) Next-Generation Networks and Deployable Artificial Intelligence. NGNDAI 2025. Lecture Notes in Networks and Systems, vol 1792. Springer, Cham. https://doi.org/10.1007/978-3-032-15401-9_22.
  2. Shaambhavi, S., Murale Manohar, M., Vijayalakshmi, M. (2023). Mobile Malware Detection: A Comparative Study of Machine Learning Models. In: Shukla, P.K., Mittal, H., Engelbrecht, A. (eds) Computer Vision and Robotics. CVR 2023. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-99-4577-1_6
  3. Santhiya, C., Mercy Shalinie, S., Vijayalakshmi, M. (2024). Heart Disease Prediction Using Bagging QSVC Algorithm. In: Bansal, J.C., Borah, S., Hussain, S., Salhi, S. (eds) Computing and Machine Learning. CML 2024. Lecture Notes in Networks and Systems, vol 1108. Springer, Singapore. https://doi.org/10.1007/978-981-97-6588-1_16
  4. Harithaa, R.B., Vijayalakshmi, M. (2023). DDoS Attack Using Machine Learning: A Brief Survey. In: Soft Computing for Security Applications. ICSCS 2023. Advances in Intelligent Systems and Computing, vol 1449. Springer, Singapore. https://doi.org/10.1007/978-981-99-3608-3_57
  5. Aneerudh, M., S. Shane Rex, and M. Vijayalakshmi. "Blockchain Based Tourism Recommender." Internet of Things (IoT): Key Digital Trends Shaping the Future, pp. 305-313. Singapore: Springer Nature Singapore, 2022.
  6. Shuruthi, V., Keerthana, K., Sudha, M., Badhusha, U.I., Vijayalakshmi, M., Ananth, V. (2022). Enabling Sign Language Recognition Feature in Video Conferencing. In: Chakrabarti, D., Karmakar, S., Salve, U.R. (eds) Ergonomics for Design and Innovation. HWWE 2021. Lecture Notes in Networks and Systems, vol 391. Springer, Cham. https://doi.org/10.1007/978-3-030-94277-9_104
  7. Murugan, Y., Vijayalakshmi, M., Selvaraj, L., Balaraman, S. (2022). Credit Card Fraud Detection Using CNN. In: Misra, R., Kesswani, N., Rajarajan, M., Veeravalli, B., Patel, A. (eds) Internet of Things and Connected Technologies. ICIoTCT 2021. Lecture Notes in Networks and Systems, vol 340. Springer, Cham. https://doi.org/10.1007/978-3-030-94507-7_19.
  8. Vijayalakshmi, M., Nithya, N., & Shalinie, S. M. (2015). A Novel Algorithm on IP Traceback to Find the Real Source of Spoofed IP Packets. In Artificial Intelligence and Evolutionary Algorithms in Engineering Systems (pp. 79-87). Springer India.

 Seminar, Conference, Workshop Attended

  1. Teqip Sponsored Workshop on Outcome Based Education,04-05-2013
  2. Two Week ISTE Workshop on Computer Networking,28/05/2014 to 05/07/2014
  3. Workshop on New Outcome based Accreditation,26/09/2013 to 28/09/2013
  4. TCE and TCS sponsored One Day FDP on "IT Infrastructure Services-Data Center Management" , 14/08/2013
  5. TEQIP sponsored one day workshop on "Cyber Security",26/03/2014
  6. FDP on Machine Learning Algorithms for Signal Processing and Communication Applications, NIT Warangal and NIT Jamshedpur, 21-12-2022 to 31-12-2022
  7. Faculty Development Program on Leadership Skills, Dr. Subhavilas Prabu, Corporate Trainer, 20-12-2022 to 21-12-2022
  8. Two - Week TEQIP sponsored Workshop on "Pedagogical Practices for 21st Century Learners", Thiagarajar College of Engineering, Madurai, 03-03-2017 to 23-03-2017
  9. TEQIP SPONSORED THREE DAYS HANDS ON WORKSHOP ON ARTIFICIAL INTELLIGENCE TOOLS, THIAGARAJAR COLLEGE OF ENGINEERING, MADURIA, 23-01-2017 to 25-01-2017
  10. 6th International Symposium on Embedded Computing, IIT Patna, 15-12-2016 to 16-12-2016
  11. 5 days GIAN Course on Internet of Things (IoT) Security: Issues, Innovations, and Interplays” at IIT Patna, 12-12-2016 to 16-12-2016
  12. Three Days Workshop on Cyber Security and Forensics, NIT, Trichy, 05-08-2016 to 07-08-2016
  13. IBM WSAD Certification Program, Thiagarajar College of Enginnering, 2 weeks
  14. FDP on Computer Architecture, SSN College of Engineering, 2 weeks
  15. IUCEE sponsored FDP on Data Structures,Infosys,Mysore,One week, 01-01-2011 to 01-01-0001
  16. TCS sponsored One Day FDP on ECC for Security DEvices and Software, Thiagarajar College of Engineering,Madurai, one day
  17. FDP on Recent Technologies,CTS,Chennai,1 week, 01-01-2011
  18. E-Learning Technologies,NIT,Calicut,2 weeks, 01-01-2011
  19. Advance Database Technology, Anna University,Chennai, 2 weeks

 Seminar, Conference, Workshop Organised

  1. IEEE sponsored FDP on "Leveraging AI in Cyber Physical Systems", 24-03-2021 to 27-03-2021
  2. 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

 M.E./Ph.D. Scholars

NAME OF SCHOLAR COURSE AREA OF RESEARCH STATUS
Anita Ph.D Blockchain Completed

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
2 days Course on WSAD Dr.Mahalingam College of Engineering and Techonlogy,Pollachi 2005

  Awards and Honours

  1. Distinguished Paper Award, 9th International Conference Indian Society Of Ergonomics, Humanizing Work And Work Environment, 2021, IIT Guwahati
  2. Longest Continuous SBC, Computer Society of India
  3. Best Paper Award, Springer International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems,2014
  4. WSAD - Application Developer, IBM

 Membership

NAME OF SOCIETY DETAILS PERIOD
CSI Insitutional Member 2004