Pattem Chetana, Muthumanickam Gunasekaran, “Analysis of improved support vector machine for human facial recognition to obtain feedback with accuracy from customers at unmanned restaurants in comparison with deep reinforcement learning”, International Conference on Advanced Communication Computing and Material Sciences, ICACCMS 2022, vol. 2871, no. 1, Chennai, September 2024.

Ram G Sri Eswara Sai, Gunasekaran M., “Speech emotion recognition: Develop a system that uses AI to recognize emotions from images or live video feeds. You can use machine learning models like CNNs to classify facial expressions”, International Conference on Sustainable Innovation in Engineering and Technology 2023, SIET 2023, vol. 3161, no. 1, Kuala Lumpur, August 2024.

Pattem Chetana, Gunasekaran M, “Comparison of improved support vector machine and grouped convolutional neural networks to obtain feedback with accuracy based-on customer facial expressions at unmanned restaurants”, International Conference on Advancement in Design, Development, Engineering, Processing, and Characterization, ADDEPC 2021, vol. 2853, no. 1, May 2024.

Rajyalakshmi Kona, Gunasekaran M., “Comparative study on improved support vector machine and random forest classifier for efficient classification of music genre based on accuracy”, International Conference on Advancement in Design, Development, Engineering, Processing, and Characterization, ADDEPC, Virtual, vol. 2853, no. 1, May 2024.

Shishodia A., Gunasekaran, M., “An efficient approach for human pose detection using blaze pose algorithm to improve accuracy in comparison with convolutional neural networks”, AIP Conference Proceedings, 2021 International Conference on Advancement in Design, Development, Engineering, Processing, and Characterization, ADDEPC 2021Virtual, Online1 December 2021 through 2 December 2021, vol. 2853, no. 1, May 2024.

Deepthi, Gorappeti Siva Naga, Gunasekaran M, “Comparison of linear regression and support vector machine for the estimation of demand and supply of workers for timely completion of public sector industry construction”, International Conference on Advancement in Design, Development, Engineering, Processing, and Characterization, ADDEPC 2021, Virtual, 2021.

Giri Devineni, Gunasekaran M., “Comparison of Optimized Random Forest Classifier with K-Nearest Neighbors Classifier to Determine the Factors Influencing Teenagers Alcoholic Consumption”, Proceedings of 9th International Conference on Science, Technology, Engineering and Mathematics: The Role of Emerging Technologies in Digital Transformation, ICONSTEM 2024, Chennai, April 2024.

Bharadwaj Adibhatla Ajay, Gunasekaran M., “Analysis of Demand Forecasting Trends using Hybrid Regression Model in Comparison with Seasonal Autoregressive Integrated Moving Average with eXogenous Factors Model”, Proceedings of 9th International Conference on Science, Technology, Engineering and Mathematics: The Role of Emerging Technologies in Digital Transformation, ICONSTEM 2024, Chennai, April 2024.

Lourdu Mahimai Doss, P., Gunasekaran, M., “Attacks and Defenses Against Poison and Evasion Attacks on COVID-19 Detection Models”, 2nd International Conference on Emerging Trends in Information Technology and Engineering, ic-ETITE 2024, Vellore, India, 22-23 February 2024.

Lourdu Mahimai Doss, P., Gunasekaran, M., “An Impact of Evasion Attacks on Machine Learning Algorithms”, 2nd International Conference on Emerging Trends in Information Technology and Engineering, ic-ETITE 2024, Vellore, India, 22-23 February 2024.

Rajyalakshmi, K., Gunasekaran, M., “Comparison of Improved Support Vector Machine and Multilayer Perceptron for the Prediction of Music Genre With Improved Classification Accuracy”, AIP Conference Proceedings, 2821(1),070024, Nandyal City, 22 April 2022 through 23 April 2022

Deepthi, G.S.N., Gunasekaran, M., “Comparison of linear regression and support vector machine for the estimation of demand and supply of workers for timely completion of public sector industry construction”, AIP Conference Proceedings, 2822(1),020197, Saveetha University, Tamilnadu, Chennai, 602105, India.

Deepthi, G.S.N., Gunasekaran, M., “Estimation of demand and supply of workers for public sector industry construction for timely completion using linear regression compared with time series analysis”, AIP Conference Proceedings, 2822(1),020035, Virtual, Online3 December 2021.

Pattem Chetana, Muthumanickam Gunasekaran, “An effective to improve restaurant review accuracy based-on customers facial expressions using improved support vector machine in comparison with simple convolutional neural network in unmanned restaurants”, International Conference on Environmental Engineering and Material Sciences, ICEEMS 2021, Coimbatore, July 2021.

Lourdu Mahimai Doss, P., Gunasekaran, M., “Defending Crop Recommendation Systems Against Poisoning and Evasion Attacks”, IEEE 1st International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics, AIKIIE 2023, Ballari2 November 2023through 3 November 2023.

Lourdu Mahimai Doss, P., Gunasekaran, M., “An Impact of Poisoning Attacks on Machine Learning Algorithms”, 3rd IEEE International Conference on Mobile Networks and Wireless Communications, ICMNWC 2023, Hybrid, Tumkur4 December 2023through 5 December 2023.

Lourdu Mahimai Doss, P., Gunasekaran, M., “Transferability of Evasion Attacks in Machine Learning Models”, 2023 Annual International Conference on Emerging Research Areas: International Conference on Intelligent Systems, AICERA/ICIS 2023, Kanjirapally16 November 2023through 18 November 2023.

Lourdu Mahimai Doss, P., Gunasekaran, M., “Building Robust Machine Learning Models for Water Quality Prediction”, International Conference on Integrated Intelligence and Communication Systems, ICIICS 2023, Kalaburagi24 November 2023through 25 November 2023.

Lourdu Mahimai Doss, P., Gunasekaran, M., “Generating and Defending Against Adversarial Examples for Loan Eligibility Prediction”, 2023 International Conference on System, Computation, Automation and Networking, ICSCAN 2023, Puducherry17 November 2023through 18 November 2023

Doss P, L.M., Gunasekaran, M., “Breaking classification Algorithms: A Black-Box Adversarial Attack for Data Poisoning”, Proceedings - 2023 International Conference on Innovations in Engineering and Technology, ICIET 2023, Muvattupuzha13 July 2023through 14 July 2023.

Doss P, L.M., Gunasekaran, M., “Enhancing the Robustness of Deep Neural Networks using Deep Neural Rejection”, Proceedings of the 2nd IEEE International Conference on Advances in Computing, Communication and Applied Informatics, ACCAI 2023, Chennai, 25 May 2023through 26 May 2023

Lourdu Mahimai Doss, P., Gunasekaran, M., “Adversarial Attacks against Neural Networks using Projected Gradient Descent with Line Search Algorithm”, ViTECoN 2023 - 2nd IEEE International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies, Proceedings, Vellore, 5 May 2023through 6 May 2023.

Lourdu Mahimai Doss, P., Gunasekaran, M., “Securing ResNet50 against Adversarial Attacks: Evasion and Defense using BIM Algorithm”, Proceedings of the 7th International Conference on Intelligent Computing and Control Systems, ICICCS 2023, pp. 1381-1386, Madurai, 17 May 2023through 19 May 2023.

Lourdu Mahimai Doss, P., Gunasekaran, M., “The Dark Side of ImageNet: Examining the Impact of Evasion Attacks on Deep Learning”, Proceedings of the 2nd International Conference on Applied Artificial Intelligence and Computing, ICAAIC 2023, pp. 320-326, Salem, 4 May 2023through 6 May 2023.

Lourdu Mahimai Doss, P., Gunasekaran, M., “Evasion and Poison attacks on Logistic Regression-based Machine Learning Classification Model”, Proceedings of 8th IEEE International Conference on Science, Technology, Engineering and Mathematics, ICONSTEM 2023, Chennai, 6 April 2023through 7 April 2023.

Vadlamudi, P.S., Gunasekaran, M., Nagalakshmi, T.J., “An Analysis of the Effectiveness of the Naive Bayes Algorithm and the Support Vector Machine for Detecting Fake News on Social Media”, Proceedings of the International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics, ICIITCEE 2023, pp. 726-731, Bengaluru, 27 January 2023through 28 January 2023.

Thapaswini, G., Gunasekaran, M., ” A Methodology for Crop Price Prediction Using Machine Learning”, 2022 IEEE 2nd International Conference on Mobile Networks and Wireless Communications, ICMNWC 2022”, Virtual, Online, 2 December 2022through 3 December 2022

Swathi, P., Gunasekaran, M., “A Methodology for Early Prediction and Classification of Heart Diseases in Diabetic Patients with Machine Learning Techniques”, 2022 IEEE 2nd International Conference on Mobile Networks and Wireless Communications, ICMNWC 2022, Virtual, Online, 2 December 2022through 3 December 2022.

Nagabhushana Babu, B., Gunasekaran, M., “An Analysis of Insider Attack Detection Using Machine Learning Algorithms”, 2022 IEEE 2nd International Conference on Mobile Networks and Wireless Communications, ICMNWC 2022, Virtual, Online, 2 December 2022through 3 December 2022.

Chetana, P., Gunasekaran, M., Tiwari, S.K., “An Efficient System for Classifying Customer Facial Expressions to Obtain Feedback with Accuracy at Unmanned Restaurants using Improved Support Vector Machine and Flattened Convolutional Neural Networks”, 14th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics, MACS 2022, Karachi, 12 November 2022through 13 November 2022.

Reddy, D.J.P., Gunasekaran, M., Sundari, K.K.S., “An Effective Approach for the Prediction of Car Loan Default Based-on Accuracy, Precision, Recall Using Extreme Logistic Regression Algorithm and K-Nearest Neighbors Algorithm on Financial Institution Loan Dataset”, International Conference on Cyber Resilience, ICCR 2022, Dubai, 6 October 2022through 7 October 2022.

Bandaia, K., Gunasekaran, M., “An Efficient Model for Predicting Future Price of Agricultural Commodities using K-Nearest Neighbors Algorithm Compared with Support Vector Machine Algorithm”, 3rd International Conference on Smart Electronics and Communication, ICOSEC 2022 – Proceedings, pp. 858-861, Trichy, 20 October 2022through 22 October 2022.

Prakash Reddy, D.J., Gunasekaran, M., “Comparison of Extreme Logistic Regression Algorithm and Random Forest Algorithm for Efficient Prediction of Car Loan Default with Improved Accuracy, Precision, and Recall on Personal Loan Dataset”, Proceedings of the 2022 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems, ICSES 2022, Chennai, 15 July 2022through 16 July 2022.

Harshavardhan Reddy, B, Gunasekaran, M., “Dissemination and Multi-hop Dissemination Based-on LoRaWAN for Emergency Communication in Low Traffic Vehicular Ad Hoc Networks”, Proceedings of 3rd International Conference on Intelligent Engineering and Management, ICIEM 2022, pp. 566-571, London, 27 April 2022through 29 April 2022.

B. Gopalakrishnan, M. Gunasekaran, P Purusothaman and Prawinsankar D, “Traffic Congestion Detection Through Modified ResNet50 and Prediction of Traffic using Clustering”, 1st IEEE Conference on Smart Technologies, Communication & Robotics (SCTR-2021), Bannari Amman Institute of Technology, Sathyamangalam, 09-10 October 2021. (Scopus)

Naveena S, Purusothaman P, Gunasekaran M, "Selection of Efficient Features for Prediction of Diabetes using Adaboost Algorithm", 5th IEEE International Conference on Advances in Computing and Communication Engineering (ICACCE-2019), Bannari Amman Institute of Technology, Sathyamangalam, April 2019.

Prasanth T & Gunasekaran M,” Impact of IoT in Big Data”, National Conference on Open Data Sciences and Computing, Bannari Amman Institute of Technology, Sathyamangalam, 2018. 

T. Prasanth, M. Gunasekaran, “Bigdata Applications on Health Care: A Survey”, IEEE International Computing Communication and Automation, Galgotias University, Greater Noida, 14-15 December 2018.

M. Gunasekaran, B. Gopalakrishnan, “EMDAI: An Emergency Message Diffusion for Accident Information in Vehicular Ad Hoc Networks”, International Conference on Science, Technology, Engineering and Management, Kumaraguru College of Technology, Coimbatore, 10-12 June 2018.

P. Purusothaman, M. Gunasekaran, International Conference on Cyber Physical Systems for Next Generation Computing, Bannari Amman Institute of Technology, Sathyamangalam, 1-3 March 2018.

S. Naveena, M. Gunasekaran, “Deep Learning for Pre-matured Divination of Diabetes”, International Conference on Cyber Physical Systems for Next Generation Computing, Bannari Amman Institute of Technology, Sathyamangalam, 1-3 March 2018.

P. Purusothaman, M. Gunasekaran, B. Gopalakrishnan, "Location Identification of Sensor Nodes using Dynamic Path Planning Mobile Nodes in Wireless Sensor Networks", International Conference on Cyber Physical Systems for Next Generation Computing, Dept of Computer Science and Engineering and Information Technology, Bannari Amman Institute of Technology Sathyamangalam, 01-03 March 2018.

Gunasekaran M, Sathishkumar P, ‘A Study on Big Data Integration with Enduring Computational Technologies in Transition towards Smart Learning Framework’, Proceedings of International Conference on Engineering Technology, Science and Management Innovation, IETE, New Delhi, 16 July 2017.

Gunasekaran Muthumanickam, Gopalakrishnan Balasubramanian, 2017, ‘A Traffic Congestion Control in Urban Areas with Vehicle-Infrastructure Communications’, Proceedings of IEEE International Conference on Energy, Communications, Data Analytics and Soft Computing (ICECDS 2017), SKR Engineering College, Chennai, 1-2 August 2017. (Scopus)

Purusothaman P, Gunasekaran M, ‘D* Square Trajectory Path for Mobile Anchor Localization in Wireless Sensor Networks’, Proceedings of International Conference on Frontiers in Engineering, Applied Sciences and Technology, National Institute of Technology, Tiruchirappalli, 31 March 2017 and 1 April 2017.

S. Ramkumar and M. Gunasekaran, “Secure Communication using Elliptic Curve and RSA Cryptography on Android Devices”, International Conference on Big Data and Data Analytics, KSR College of Engineering and Technology, December 2016.

M. Gunasekaran and Dr. K. Premalatha, “Providing Anonymity in Mobile Ad Hoc Networks”, International Conference on Innovations in Engineering and Technology for Sustainable Development (IETSD 2012) conducted by Bannari Amman Institute of Technology, Sathyamangalam during 3 – 5 September 2012.

M. Gunasekaran and Dr. K. Premalatha, “Trust-Based Anonymous Communication for Malicious User Disclosure in Mobile Ad Hoc Networks”, International Conference on Computing, Communication and Networking Technologies (ICCCNT 2012) Technically co-sponsored by IEEE Computer Society and IEEE ED Society conducted by SNS College of Engineering, Coimbatore, during 26 – 28 July 2012. (Scopus)

M. Gunasekaran, B. Gopalakrishnan, and Dr. A. Shanmugam, “AGPM: An Authenticated Secure Group Communication Protocol for MANETs”, International Conference on Data Engineering Management conducted by Bishop Heber College, Tiruchirapalli held 9 February 2008.

S. Ramkumar and M. Gunasekaran, “Secure Communication using Elliptic Curve Cryptography on Android Devices”, National Conference on Recent Trends in Information and Communication Technology organized by the Department of Information Technology, Bannari Amman Institute of Technology held during 18-19 March 2016.

S. Ramkumar and M. Gunasekaran, “Secure Communication using Elliptic Curve Cryptography and Symmetric Cryptography on Android Devices”, National Conference on Innovation in Information Technology, organized by the Department of Computer Science and Engineering, Bannari Amman Institute of Technology held during 25-26 January 2016.

M. Vijiyakumar and M. Gunasekaran, “An Efficient Methodology for Routing in Bluetooth Based Mobile Ad Hoc Networks”, National Conference on Recent Trends in Electrical and Computer Technology conducted by Syed Ammal Engineering College, Ramanathapuram held on 13th March 2010.

M. Gunasekaran, P. Sampath, and B. Gopalakrishnan, “A Methodology for Secure Communication to Mitigate Anonymous Threats in Mobile Ad Hoc Networks”, National Conference on Advanced Computing Concepts” conducted by Velalar College of Engineering and Technology, Erode held on 17th April 2009.

M. Gunasekaran, P. Sampath, and B. Gopalakrishnan, “Secure Routing Scheme to Remove Critical Nodes in Mobile Ad Hoc Networks”, National Conference on Research Challenges in Computation and Information Technology conducted by Sona College of Technology, Salem held on 20th March 2009.

M. Gunasekaran, P. Sampath, and B. Gopalakrishnan, “A Secure Routing Protocol for Detection and Exclusion of Malicious Nodes in Mobile Ad Hoc Networks”, National Conference on Computing conducted by Bharathiyar College of Engineering and Technology, Karaikal, Puducherry held on 17-18 March 2009.

M. Gunasekaran, P. Sampath, and B. Gopalakrishnan, “An Efficient Scheme for Preventing Selfish Nodes and Link Interruption in Mobile Ad Hoc Networks”, National Conference on Advanced Image Processing and Networking conducted by National Engineering College, Kovilpatti, and Tuticorin District held on 06-07 March 2009.

M. Gunasekaran, B. Gopalakrishnan, “Secure Group Communication Protocol for Mobile Ad Hoc Networks”, National Conference on Trends in Information Technology and Communication conducted by Velammal Engineering College, Chennai held on 7th March 2008.

M. Gunasekaran, Dr. A.K. Santra, “Integrating Wireless LANs and Mobile Ad- hoc Networks to the IPV6 based Internet”, National Conference on Issues and Trends in Advanced Computing conducted by Bannari Amman Institute of Technology, Sathyamangalam held on May 19-20, 2006.

Bharatha Devi.N & Celine Kavida.A, 2018, ‘An Overview and Performance Evaluation of Classification based Feature Extraction methods’, International Conference on Science, Engineering and Management Research 

Bharatha devi.N & Celine Kavida.A, 2015,‘Region-based Filter Framework for Image Enhancement’, International Journal of Applied Engineering Research, ISSN 0973-4562, Vol.10, No.87 

P. Suresh et.al., “Deep Learning for Covid-19 Identification: A Comparative Analysis” in Second International Conference on Multidisciplinary in Research and Innovation (ICMRI -2022) - Online organized by KishoriRaman PG College, Mathura, Uttar Pradesh and RSP Conference Hub, Coimbatore, India on 26t h & 27t h November'22

P. Suresh et.al., “Autonomous home gardening system using IoT”, 10th international conference on contemporary engineering and technology 2022, May 2022, organized by Organization of Science & Innovation Engineering and Technology (OSIET) in association with Prince Sree Padmavathy Engineering College, Chennai.

P. Suresh et.al., “Agro direct selling App with voice – based Chatbots”, 10th international conference on contemporary engineering and technology 2022, May 2022, organized by Organization of Science & Innovation Engineering and Technology (OSIET) in association with Prince Sree Padmavathy Engineering College, Chennai.

P. Suresh et.al., “Advanced automated crop predictive irrigation system”, 9th international conference on contemporary engineering and technology 2021, May 2021, organized by Organization of Science & Innovation Engineering and Technology (OSIET) in association with Prince Sree Padmavathy Engineering College, Chennai.

P. Suresh et.al, “An AI & IoT based E Assistant for independent elderly people”, Kamaraj international conference on Recent trends in engineering and technology 2021, (April 8– 9, 2021).

P. Suresh et.al., “Smart Energy meter”, National level conference on Modern developments with keen and renovations techniques (NCMDR-2018) conducted by Hindustan institute of technology. (March 23,2018).

P. Suresh et.al., “IoT based health monitoring and alert system”, Second International conference on innovations in engineering technology and science (ICIETS-2018) conducted by K Ramakrishnan college of Engineering. (March 13-14 ,2018).

P. Suresh et.al., “Intelligent home automation based on IoT technologies”, International conference of research and development in Information and communication conducted by E.G.S.PILLAY Engineering college, Nagapattinam.(June 20-2016).

P. Suresh et.al., “IoT-State-of-art, Key elements and Protocols, History, Technology and field of deployment”, International Conference on Science and Technology conducted by Vel Tech MultiTech Engineering college, Chennai.(Nov 27-29,2014).

P. Suresh et.al., “IoT-State-of-art, Key elements and Protocols”, Advances in computing and wireless Technologies conducted by PMR Engineering college, Chennai.(March 25-2016).

P. Suresh et.al., “Application of RFID technology in IoT”, Advances in computing Technology conducted by St.Joseph college of Engineering, Chennai.(March 6-2013).

P. Suresh et.al., “Electronic toll collection using RFID System” Advances in computing Technology conducted by Vel Tech MultiTech Engineering college, Chennai.(Jan 23-2017).

P. Suresh et.al., “Dynamic source policing mechanism” International conference on Recent advances in e-communication and i-Technology  conducted by Anand Institute of higher Technology, Chennai.(April 29-2010).

P. Suresh et.al., “Dynamic source policing mechanism” National conference on Information communication Networking conducted by Easwari Engineering college, Chennai.(April 23-2010).

P. Suresh et.al., “Identification of hidden tags using time of arrival:IoT, International conference on advances  in Informatics and communication Technology  conducted by Arjun college of engineering.(Feb 24-2017).