Publications

• Madhavi,S, Vijayaragavan, S.; Duraiswamy, K.; Kalaavathi, B. ,” A performance study of reactive multicast routing protocols in virtual class room using mobile ad hoc network”, Journal of Computer Science.2009

• S Madhavi, K Duraiswamy,” WAS-DP: Wormhole Attack in SAODV-Detection and Prevention”, European Journal of Scientific Research,2012

• S Madhavi, K Duraiswamy, B Kalaavathi, S Vijayaragavan,” Performance analysis of SAODV with DOS attack”, International Journal of Electronics Communication and Computer Engineering,vol:3,issue:2,2012

• Madhavi, S.; Duraiswamy, K.,” Flooding attack aware secure AODV”, Journal of Computer Science,2013 , DOI: 10.3844/jcssp.2013.105.113

• N. Vijayarangan, S. Madhavi, S. Abirami, C. Bharathi, B. Ekambaram,”ATM Service Analysis Using Predictive Data Mining”, International Journal of Computer, Information Science and Engineering, World Academy of Science, Engineering and Technology,2014

• S Madhavi, G Pradeep, M Rakshith,”Fake News Detection Using Machine Learning”, International Journal of Health Sciences,vol:6,2022

• S Madhavi, NC Santhosh, S Rajkumar, R Praveen,” Pythagorean fuzzy sets-based VIKOR and TOPSIS-based multi-criteria decision-making model for mitigating resource deletion attacks in WSNs”, Journal of Intelligent & Fuzzy Systems,vol.44,issue:14,pg: 9441-9459,IOS-Press

• S Madhavi, R Praveen, N Jagadish Kumar, SM Udhaya Sankar,” Hybrid grey PIPRECIA and grey OCRA method-based dynamic multi-criteria decision-making model for mitigating non-cooperating node attacks in WSNs”, Peer-to-Peer Networking and Applications 16 (5), 2607-2629

• Madhavi, S.; Udhaya Sankar, S.M.; Praveen, R.; Jagadish Kumar, N.., “A fuzzy COPRAS-based decision-making framework for mitigating the impact of vampire sensor nodes in WSNs,” Int. J. Information Technology, vol. 15, no. 4, pp. 1859–1870, 2023.

• Madhavi, S.; Praveen, R.; Jagatheswari, S.; Nivitha, K.., “Hybrid ELECTRE and bipolar fuzzy PROMOTHEE-based packet dropping malicious node mitigation technique for improving QoS in WSNs,” Int. J. Communication Systems, vol. 38, no. 2, 2025.

• Mohamadabbas, H.; Sreeja, S.; Rajesh, D.; Muhsen, O.; Rajashanmugam, K.; Madhavi, S., “Trust management in heterogeneous ubiquitous environments,” J. Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, vol. 16, no. 3, pp. 560–576, 2025.

International and National Conferences:

• S.Madhavi, J.Pooja Kumari, S.P.Priyanka, T.Swathi, “Secure Neighbour Discovery and Wormhole Localization in Mobile ad hoc networks”, National Conference on Recent Trends in information, Communication and VLSI, Maharaja Engineering College, Erode, 1,2-2-13, PP – 41.

• Kalaavathi, B.; Madhavi, S.; Vijaya Ragavan, S.; Duraiswamy, K.,” Review of ant based routing protocols for MANET”, Proceedings of the 2008 International Conference on Computing Communication and Networking ICCCN 2008. .(Scopus Indexed)

• Madhavi, S.; Duraiswamy, K.; Kalaavathi, B.; Vijayaragavan, S,” Survey of attacks on AODV and MAODV”, International Conference and Workshop on Emerging Trends in Technology 2010, DOI: 10.1145/1741906.1741977. .(Scopus Indexed)

• S.Madhavi, S.R.Jananey, A.Gowtham, C.Dharanidharan, “Defense Mechanism Against Hello Flooding Attack For AODV”, National Conference on Innovations In Computers Information And Communication”, Easa College of  Engineering And Technology,Coimbatore 23-2-2013

• S.Madhavi, K.Duraiswamy, M.Kanimozhi “Attacks in Manet: A Survey”, International Conference on Innovation in Communication, information and Computing (ICICIC’13), Sasurie College of Engineering, Tirupur, 9-11 Jan 2013.

• S.Madhavi, M.Vijayakumar, “Vanet Routing On City Environment Using Real-Time Routing History And BAHG”, International Conference on Trends in Technology  & Engineering :Ictte2014 IJETCSE In Association with Arjun College of Technology.

• S.Madhavi, Sasikala.N, Sugapriya.R, Kirubanandam.P, “Automatic Student Attendance Maintenance using RFID”, International Research conference on Innovative Engineering skills: ACETIC2014”, Aishwarya College of Engineering and Technology, Anthiyur held on 12th Feb 2014.

• Madhavi.S, ANBALAGAN.T (2015) “Wireless Network Security to Defend Black Hole Attack using Client Puzzle Method”, International Conference on Computing Techniques and Systems (ICCTS’15) held on 29th and 30th April 2015 in MUTHAYAMMAL COLLEGE OF ENGINEERING, Vol.1, pp.280-284.

• S.Madhavi, K.Baala Srinivas, G.Bharath, R.K.Indhuja, M.KowserChandini, “Measuring Individual’s  Performance in a Team” International Conference on Computational Machine Analytics Sri Subramanya College of Engineering and Technology, Palani, P.No 8,  ICCMA’15 March 11th 2015

• Ajaykumar, K.; Madhavi, S.,” Review on Crop Yield Prediction with Deep Learning and Machine Learning Algorithms”, 4th International Conference on Inventive Research in Computing Applications, ICIRCA 2022 – Proceedings 2022, 10.1109/ICIRCA54612.2022.9985016. .(Scopus Indexed)

• S.Madhavi et al., “Revolutionizing breast cancer subtyping: A multi-omic and pan-cancer deep learning approach,” in Proc. 2024 Int. Conf. Electronics, Computing, Communication and Control Technology (ICECCC), May 2024, pp. 1–6. .(Scopus Indexed)

• Madhavi, S.; Ashmita, R.S.; Dakshatha, E.S.; Dhinakar, T. “Smart sewage system with advanced remote monitoring for efficient urban infrastructure management,” in Proc. Int. Conf. AI and ML Applications, 2024. .(Scopus Indexed)

• S. Madhavi, S. Rohith, and D. K. Nishwanth, “The smart mentoring system – Enhancing the interaction between faculty and students in higher education,” in Proc. 2025 10th Int. Conf. Smart Structures and Systems (ICSSS), Dec. 2025, pp. 1–6. .(Scopus Indexed)

• S. Madhavi, A. Alyushra, and K. Mohammed Baahir Noufel, “AI-powered early detection of stress and mental health issues,” in Proc. 2025 5th Int. Conf. Evolutionary Computing and Mobile Sustainable Networks (ICECMSN), Nov. 2025, pp. 1135–1140. .(Scopus Indexed)

• V. S. Threshika, P. Naiba Sree, P. R. Pravin, and S. Madhavi, “A deep learning framework for the classification of Indian heritage using curated datasets and CNN models,” in Proc. Int. Conf. Advancement in Computation and Computer Technologies, 2025, pp. 951–954. .(Scopus Indexed)

• Hariharasuthan, M.; Mohanraj, S.; Shamridha, K.; Madhavi, S “Bran AI: An integrated approach to heart attack risk prediction using retinal fundus image,” in Proc. Int. Conf. Computing and Communication Technologies, 2025. .(Scopus Indexed)

• Alagamudhan, C.M.; Harish, M.; Dharshini, J.; Madhavi, S., “Deep learning-driven malware classification and real-time threat response for endpoint protection,” in Proc. Global Conf. Emerging Technology, 2025.(Scopus Indexed)

Books Published

• Dr.A.Gnanbaskaran, Dr,S.Madhavi, Dr.R.Gopinath, P.Sathikumar “CYBER SECURITY ESSENTIALS,” ISBN: 978-93-95341-33-2,SK RESEARCH GROUP OF COMPANIES, MADURAI., 2023

• Top Performing Mentor – NPTEL- Jul-Dec,2025

• Top Performing Mentor – NPTEL- Jan-Apr,2025

• NPTEL- Discipline Star –  2024 

• Top Performing Mentor – NPTEL- Jul-Dec,2024

• ISTE BEST CHAPTER SECRETARY AWARD for TN&P section for the year 2021

• Recognized as a AICTE-LITE faculty coordinator

Participated

• ATAL FDP on Secure and Explainable Generative AI for Medical IoT Data Analytics at NIT, Pudhcherry (online mode) during 25-30 August, 2025

• FDP on Java Demystified at CDAC, Hyderabad (online mode) during 3-10 October,2024 

• FDP on Recent Trends in Artificial Intelligence and Machine Learning at Siddartha Institute of Engineering and Technology (online mode) during 26-30, September,2022

• FDP on Introduction to Python Programming (Online Live FDP) organized by ICT Academy, during 6-10 June,2022

• FDP on UI PATH Robotic Process Automation Design & Development organized by ICT academy (online mode),22-26, November,2021

• AICTE FDP on Inculcating Universal Human Values in Technical Education (online), during 31-05 June,2021

• FDP on Recent Trends in Cloud Computing at DRIEMS Autonomous Engineering College (online) during 22-28 April,2021

• ATAL FDP on Cybersecurity at NITTTR, Chandigarh (online mode) during28-2 June,2020

• FDP on Exploring Outcome Based Education (OBE) And NBA Process at KIOT, Salem(online mode) during 7-15 May, 2020

• ATAL FDP on Data Science at National Power Training Institute, Neyveli during 18-22 November 2019

• Seminar on Deep Learning Challenges in Big Data Analytics at K.S.Rangasamy College of Technology during 10-11,2017

• ISTE-STTP on Technical Communications at IIT Bombay (online mode) during 8 October to 5 December,2015

• ISTE Workshop on Cybersecurity at IIT Bombay (online mode) during 10-20 July,2014

• One day Seminar on Free Software Movements in Education at K.S.Rangasamy College of Technology during 2 February 2014

• One day seminar on Support Vector Machines at NIT Trichy during 8 June,2012 

• Workshop on Mission 10X by Wipro during 31 May – 4 June, 2011

• FDP on Computer Organization & Architecture at IIT Madras during 14-15 October, 2005 

Organized

• Organized one week ATAL FDP on Application of Cyber Security Intelligence and Analytics , 2023 

• Organized Two weeks Faculty Development Programme on Open Challenges and Research issues in Blockchain Technology and BigData with support from E&ICT Academy, NIT Warangal , 2023

• Organized National level ISTE Student Convention for Engineering & Polytechnic , April 2021

• Professor, Department of Computer Science and Engineering, K.S.Rangasamy College of Technology, Tamil Nadu (June 2018 – June 2026) 

• Associate Professor, Department of Computer Science and Engineering, K.S.Rangasamy College of Technology, Tamil Nadu (July 2015 – May 2018)

• Assistant Professor, Department of Computer Science and Engineering, K.S.Rangasamy College of Technology, Tamil Nadu (June 2009 – June 2015)

• Senior Lecturer, Department of Computer Science and Engineering, K.S.Rangasamy College of Technology, Tamil Nadu (June 2007 – May 2009)

• Lecturer, Department of Computer Science and Engineering, K.S.Rangasamy College of Technology, Tamil Nadu (June 2000 – June 2003 & June 2005 – May 2007)

• Indian Society for Technical Education, Life Member

Funded Research Projects: (Worth – Rs.14.5 lakhs)

• Received a fund of Rs 14.5 Lakhs, July 2021 from ICSSR for the project Research Grant on Optimizing produce in Kolli Hills Using Block Chain Technology for Improved Agricultural Practices and duration 2024-2026.