• T.S. Urmila, Dr. R. Balasubramanian, " Dynamic multilayered Intusion Identification and Recognition using Artificial Intelligence Framework" International Journal of Computer Sciencce and Information Security, ISSN 1947 5500
• T.S. Urmila, Dr. R. Balasubramanian, "A Novel framework for Intrusion Detection using Distributed Collaboration Detection Scheme in Packet Header Data", International Journal of Computer Networks & communications", ISSN : 0974-9322
• T.S. Urmila, Dr. R. Balasubramanian, " Automation of Dynamic Multi-Layer signature based Intrusion Detection System with Pattern Similarity and Recognition" International Journal of Engineering & Technology" ISSN: 7(4.25) (2018) 298-303
• T.S. Urmila, Dr. R. Balasubramanian, "A Variation of Layered STRIFA Pattern Matching for Intrusion Detection", IOSR Journal of Computer Engineering" ISSN : 2278-0661.
• T.S. Urmila, Dr. R. Balasubramanian, " A Survey of Virus Detection Methods and Models using Data Mining", Journal of Computer Science Engineering and Information Technology", E-ISSN:2250-2416
• T.S. Urmila, Dr.R. Balasubramanian, "An Algorithmic approach to Packet classification algorithm", International Journal of Advanced research in Data Mining and Cloud Computing", ISSN : 231-3469.
• T.S. Urmila, Dr. R. Balasubramanian, "An Intrusion Detection in Internet of Things- A Survery", International Journal of Computer Engineering and Applications", ISSN: 2321-3469
• T.S. Urmila, Dr. R. Balasubramanian, "Decision Tree based Network Packet Classification Algorithm", Proceedings of UGC sponsored National Conference on Advanced Networking and Application, ISSN: 0975-0290
• T.S. Urmila, Dr.R. Balasubramanian,"Performance Analysis of Feature selection and Classification in IDS", International Conference on Computing and Networks (iCAN-2017)
• T.S. Urmila, Dr. R. Balasubramanian, " A Survey of various method for Payload based Intrusion Detection System", International Conference on SMAC, ISSN:2249-3247
• T.S.Urmila , Dr. R. Balasubramanian " An Efficient Algorithm for Feature Selection for IDS" International Conference on Artificial Intelligence and Machine Learning 2020" and Published same in "Journal of Analysis and Computing"
• T.S.Urmila , Dr. R. Balasubramanian "Best Feature Selection with Ensemble in Intrusion Detection System" Adalya Journal, volume 10, issue 6, June 2021
• T.S. Urmila "Survey of Impact of Blockchain on Healthcare" , International Conference on Data Science and Information Ecosystem' 21" held on 4,5.6.2021 at N.M.R. Subbaraman College for Women, Madurai
• T.S. Urmila "Machine Learning-based malware detection on Android devices using behavioral features", Elsevier, Materials Today Proceesing, 2022

• Attended and Presented a Paper titled "A study of Honey pot Security Tool for Intrusion Detection System" held at Sourashtra College, Madurai
• Attended and Presented a Paper titled "Study of DNA algorithms" in the International Conference held at Nadar Saraswathi Arts and Sciencce College, Theni
• Attended and Presented a Paper titled "Pattern Matching of text using Coprocessor" in the National Conference held at Dr. N.G.P. Arts and Science College, Coimbatore
• Attended and Presented a Paper titled "Application of Multiuser Distributed Virtual Environment framework for Mobile Robot Teleoperation over the Internet" in the National Conference held at Loyola College, Chennai
• Presented a Paper titled "An Authentication and Security Protocol for Mobile Computing" in the International Conference held at Sethu Institute of Tecchnology, Maduri
• Workshops Attended
• UGC sponsored state level seminar on " Recent trends in Information Technology " held on 25th and 26th September 2008 at SVN College, Madurai
• National Conference on "Recent Trends in Computer Applications" held on 5th and 6th March 2009 at Loyola College, Chennai
• FDP Workshop on "Business Intelligence" held on 14th February 2009 at Fatima College, Madurai.
• FDP Workshop on "An Architectural Overview of Relational Database Management System" held on 9th to 11th September 2009 at K.L.N. College of Information Technology, Sivagangai
• National Seminar on "Research Issues in Digital Image Processing " held on 21st March 2009 at MEPCO SCHLENK Engineering College, Sivakasi
• FDP Workshop on "Middleware Technologies" held on 29th and 30th July 2010 at K.L.N. College of Engineering College, Sivagangai
• UGC sponsored State level seminar on "Web Engineering" held on 10th March 2010 at Sri Meenakshi Govt. College for Women, Madurai
• National Conference on "Advanced Trends in Information Technology (ATIT'10) held on 3rd March 2010 at Dr. N.G.P. Arts and Science College, Coimbatore
• FDP on "Image processing Algorithms & Its Applications" held on 11th & 12th February 2011 at K.L.N. College of Engineering, Sivagangai
• National level Seminar on "Research Issues in Computer Applications" held on 8th January 2011 held at Sri Meenakshi Govt. College for Women, Madurai
• International Conference on Recent Trends in Information Processing and Computing" held on 7th January 2012 at Nadar Saraswathi College of Arts and Science, Theni
• National Workship on "ASP.NET" held on 8th & 9th August 2012 at Virudhunagar Hindu Nadar's Senthikumara Nadar College, Virudhunagar
• Workshop on "Writing Technical Articles using LaTex" on 8th and 9th November 2013 at K.L.N. College of Engineering, Sivagangai
• UGC sponsored National level workshop on "Recent Tools and Techniques in Computer Application" held on 14th February 2013 at Sri Meenakshi Govt. College for Women, Madurai
• UGC sponsored National level seminar on "Research Issues in Computer Science and Applications (RICSA-2013)" held on 9th February 2013 at Sourashtra College, Madurai
• Workshop on "Big data Analysis, Mining and Tools" held on 7th February 2015 at Lady Doak College, Madurai
• UGC sponsored state level seminar on "Applied Data Mining" held on 20th January 2015 at Sri Meenakshi Govt. Arts College for Women
• UGC sponsored National conference on "Advanced Networking and Applications (NCANA'15) held on March 27,015 at Government Arts College, Udumalpet
• National Conference on "Data Science, Communication & Multimedia" held on 29th December 2017 at NPR Arts & Science College, Natham, Dindigul
• Workshop on "Data Analytics Tool" held on 18th March 2017 at Madurai Gandhi N.M.R. Subbaraman College for Women, Madurai
• International Conference on "Data Analytics & Visualization" held on 15th February 2018 at Mangayarkarasi College of Arts & Science for Women, Madurai
• National Workshop on "Information Security" held on 3rd and 4th October 2019 at Mother Teresa Women's University
• Webinar on "Latest Trends inArtificial Intelligence and Optimization" held on 12th May 2020 by LENORA College of Engineering, Rampachodavaram
• Webinar on "Towards effective Teaching and Learning" held on 14th and 15th May 2020 by P.K.N. Arts College,Tirumangalam
• Webinar on "Data Analysis on Pandas" held on 16th and 17th May 2020 by Mapping Skills
• Webinar series on "LATEX" held on 18 th to 22nd May 2020 by VIT, Vellore
• Online Faculty Development Program on "Data Science using Python" by Mohammed Sathak AJ College of Engineering" held on 25th to 30th May 2020.
• Online Workshop on "Introduction to Big Data and Artificial Intelligence" held on 31st May 2020 by Institute of Leadership and Governance , Vadodara, Gujrat
• National Level live Faculty Development Program On" Future of Examinations: Bloom's Taxonomy and Multiple Assessment Tools” by G.T.N. Arts College, Dindigul held on 8th June 2020
• Faculty Development Webinar on ‘Capacity Building for Effective Student Mentoring’ on 10th June 2020. by M.O.P. Vaishnav College for Women, Chennai
• Webinar on "Read Quality-Publish Quality-Write Effectively" at Mahatma Gandhi Central University, on Thursday 11 June, 2020
• Webinar Series - Latex, National Level, VIT, Chennai 18/5/2020 - 22/05/2020
• FDP - Data Science using Python, National level, at Mohamed Sathak A J College of Engineering , Chennai from 25/5/20 - 30/5/20
• E-Workshop - Introduction to Big data and Artificial Intelligence, National level, at Maharaja Sayajirao University of Baroda 31/5/2020
• FDP - Moodle learning management system, National level, at Mannar Thirumalai Naickar College, Madurai from 6/6/20 - 10/6/20
• FDP - Future of Examinations : Blooms' Taxanomy and Assessment tools, National level, at G.T.N. Arts College , Dindigul" on 8/6/2020
• FDP - Capacity Building for Effective student mentoring, at M.O.P. Vaishnav College for Women, Chennai on 10/6/2020
Webinar -Read Quality-Publish Quality - Write Effectively at Mahatma Gandhi Central University on 11/6/2020
• Webinar - Research Methodology, National level, Loyola College, Chennai from 12/6/20 - 13/6/20
• STTP -Block chain Foundation, National level, at Karpaga Vinayaga College of Eng and Tech, Mathuranthagam from 16/6/2020 - 18/6/2020
• FDP - Effective communication for Teaching Learning Process at Narasu's Sarathy Institute of Technology, Salem from 20/6/20-21/6/20
• Conference -Scope of Research Science in Post Covid, International level at Bharathi Women's College , Chennai on 21/6/2020
• Webinar - From Aritifical Intelligence to IOT : Changing Landscape of Libraries at Jain - Deemed to be University , Bangalore, on 22/6/2020
• Webinar - Functionality of Product Company, International level, Mohamed Sathak A J College of Engineering , Chennai, on 26/6/2020
• FDP - Role of Machine learning in DataScience and AI. at Mahatma Gandhi Institute of Technology, Telengana from 28/6/20 - 2/7/20
• Webinar - Revolutionary Wave of IoT at Panimalar Engineering College , Chennai on 29/6/20
• FDP - Recent Technologies & Trends in Cs & IT National Oriental Institute of Science and Technology, Bhopal from 4/7/20 - 5/7/20
• FDP - Machine learning using Python,Hyderabad Institute of Technology and Management, Hyderabad from 6/7/20 - 11/7/20
• FDP - Recent trends in Digital Technologies, American College, Madurai from 7/7/20 - 11/7/20
• Webinar -Online Teaching tools, CMR Technical Campus, Hyderabad on 24/7/2020
• Webinar - Blockchain Technological Perspective,BVICAM, NewDelhi on 18/7/2020
• E-Workshop - Google Forms and its ADD_Ons, at M.V. Muthiah Government Arts College for Women, Dindigul on 29/7/2020
• Hands on - Deep learning for Computer Vision, at SRM Institute of Technology, Chennai from 02/11/20-06/11/20
• Webinar - Machine Learning for Exploration and Production, at Hyderabad Institute of Technology and Management, Hyderabad from 27/2/21 - 28/2/21
• Refresher program - An effective Peadagogy Practice, at K.L.N. College of Engineering, Sivagangai from 3/3/2021 - 9/3/2021
• STTP - Block chain Technology with Machine Learning models, at K.L.N. College of Engineering, Sivagangai from 22/4/21 - 28/4/21
• FDP - IoT and its application, at Annamalai University from 12/5/2021 - 18/5/21
• Participated and Presented a Paper titled "DARKNET(TOR) Accessing Identification System using Deep Wide Cross Network" In International Conference on Advances and Applications of Artificial Intelligence and Machine learning held on 29th and 30th October, 2021 at Sharda University
• Participated and Presented a paper titled "Machine Learning-based malware detection on Android devices using behavioral features" in the Second International Conference on Innovative Technology for Sustainable Development(ICTISD-2022) held during January 27-28,2022 organized by VIT in association with University of Technology, Sydney
• One week FDP on "Internet of Things" organized by E&ICT Academy IIT Guwahati held from 24 to 30th January 2022
• Webinar on Machine learning- simplified on 12/2/2022 organized by BVICAM, New Delhi
• Virtual one day International FDP on " Auto ML" organized by Lady Doak College on 4/3/2022

Delivered a Guest Lecture on "Wired LAN" on 29th January 2018 at Thiyagarajar College Delivered a Guest Lecture on "Design and Analysis of Algorithm" at Sri Meenakshi Govt. College for Women