Official website - www.avinuty.ac.in/

ORCID          -  https://orcid.org/0000-0002-7446-6749

ResearcherID    -  https://www.webofscience.com/wos/author/record/ABE-5561-2020

Scopus           -  https://www.scopus.com/authid/detail.uri?authorId=36618101800

Research Gate   - https://www.researchgate.net/profile/Shanmugapriya-Venkateswaran

Google Scholar -  https://scholar.google.com/citations?hl=en&user=KnqzlbIAAAAJ

LinkedIn        -  https://www.linkedin.com/in/shanmugapriya-d-366310211

• Dr. P. Subashini, Dr. S. Gandhimathi, Dr. D. Shanmugapriya, Minstry of Statistics and programme Implemetation (MoSPI) sponsored Project titiled "Evolving Artificial Intelligence Based Hedonic Price Index for Laptops and Mobile Phones in India" for the amount of 15.10 Lakhs, 2025-2026 (On Going)

• Dr. D. Shanmugapriya, Dr.D.Nethra Pingala Suthishni, In- House - Minor Research Grant, "Evolving AI-Based Solution for User Authentication Using Behavioral Biometrics with Keystroke and Mouse Dynamics on Non-Touch Virtual Keyboards" for the amount of Rs. 65,000,  January 2025 - December 2025 (On Going)

• Dr.G.Padmavathi, Dr.D.Shanmugapriya - DRDO-ARMREB sponsored project entitled "Detection and Tracking of Foreign Military Tanks and Vehicles using wireless sensor networks" for the amount of 10.38 lakhs, 2009 - 2011. 

• Dr.G.Padmavathi, Dr.D.Shanmugapriya -  UGC XII  Plan General   Research and Extension Activities: In-house Project entitled "A study on Personal Authentication based on Keystroke Text and Sound" for the amount of Rs. 20,000, December 2016  - March 2017

• Dr.G.Padmavathi, Dr.D.Shanmugapriya, DST CURIE Core Research Grant for Artificial Intelligence - In-house project entitled " Detection and Mitigation of Malicious Insider Threats in Cloud Environment using Machine Learning Methods" for the amount of Rs. 36,000,  May 2021 - May 2022.

• Dr.G.Padmavathi, Dr.D.Shanmugapriya - DST-CURIE-AI sponsored project entitled "Establishment of Centre for Cyber Intelligence" for the amount of 34.8 lakhs, 2021 - 2023. 

• Dr. D. Shanmugapriya, Dr.D.Nethra Pingala Suthishni, Seed Money - In house Project entitled "Energy Efficient Intrusion Detection System for Zigbee Based Wireless Sensor Networks Using Machine Learning Techniques" for the amount of Rs. 50,000,  April 2022 - March 2023.

• Patent Published: A METHODOLOGY FOR DETECTION AND MITIGATION OF INTENTIONAL AND UNINTENTIONAL INSIDERS - Publication Date: 20/09/2024

• Copyright for the book "Dynamic Analysis based mobile malware classification using supervised machine learning methods" - Copyright Number - L128232/2023

ONGOING (4)

Jainy Jacob M (19PHCSP006) - Anti Spoofing methods using Machine Learning for Finger Print Authentication

Keerthika M (20PHCSP001)- Detection of attacks in  Wireless Sensor Networks 

Asha S (20PHCSF005) - Detection and Mitigation of Malicious Insider Threats in cloud Environment using Machine Learning Methods

Dhanya Sukumaran (21PHCSP007) - Cloud Security

Swayam- MOOC Content Writer

• Content Writer for Swayam MOOC Cyber Security Week -8 course

Virtual Currency, Block Chain Technology and Basics of Security Auditing

• SWAYAM MOOC Cyber Security Week-8 intro

https://www.youtube.com/watch?v=WXW5N4tYPZc&t=7s

Module 22: Virtual Currency

• SWAYAM MOOC Cyber Security Module 22.1

https://www.youtube.com/watch?v=Po6xWUunZLQ

• SWAYAM MOOC Cyber Security Module 22.2

https://www.youtube.com/watch?v=MYYFExp2Yv8&t=30s

Module 23: Block Chain Technology

• SWAYAM MOOC Cyber Security Module 23.1

https://www.youtube.com/watch?v=lyGg3I1yE3Q

• SWAYAM MOOC Cyber Security Module 23.2

https://www.youtube.com/watch?v=8pRuAWpTQWE&t=4s

Module 24: Basics of Security Auditing

• SWAYAM MOOC Cyber Security Module 24.1

https://www.youtube.com/watch?v=LIwAvAhEz70&t=4s

• SWAYAM MOOC Cyber Security Module 24.2

https://www.youtube.com/watch?v=qkdsKAn_f4s&t=13s

 SWAYAM MOOC Cyber Security week-8 Conclusion

• https://www.youtube.com/watch?v=WXW5N4tYPZc&t=7s

Books -6

Book Chapters - 11

International Journals -12

Articles in conference Proceedings - 16

In-house publications -1

Books

1. G. Padmavathi,  D. Shanmugapriya, "Virtual Currency – Blockchain Technology – Security Auditing",  I Edition, Pages 122, ISBN 9798885913621, Notion Press. April 2022.

2. G. Padmavathi,  V.S Meenakshi, D. Shanmugapriya, "User Authentication Methods and Security Models",  I Edition, Pages 122, ISBN 9798885913621, Notion Press. February 2022.

3. G. Padmavathi, D. Shanmugapriya, A. Roshni, "Dynamic Analysis based mobile malware classification using supervised machine learning methods", Vol. 522, Pages - 168, ISBN 978-93-5547-441-4 (Print) ISBN 978-93-5547-442-1 (eBook) DOI: 10.9734/bpi/mono/978-93-5547-441-4, BP International Publishers, 2022 

4. Padmavathi, G., Shanmugapriya, D., & Suthishni, D.N.P. (Eds.). (2022). Progressions Made in Cyber-Security World: “SERI-2021” Theme – “Cryptography, Applied Cryptography, Cyber Security and Privacy” (1st ed.). CRC Press. https://doi.org/10.1201/9781003302384

5. Ganapathi, Padmavathi, and D. Shanmugapriya. "Handbook of Research on Machine and Deep Learning Applications for Cyber Security." IGI Global, 2020. 1-482. Web. 6 Sep. 2019. doi:10.4018/978-1-5225-9611-0 ISBN 9781522596110|ISBN10: 1522596119|EISBN: 9781522596134

6. D. Shanmugapriya, E. Chandra "Fractal Image Compression Techniques: Genetic Algorithm and Efficient Domain Pool Algorithm for Fractal Image Compression", LAP Lambert Academic Publishing, Germany, 112 pages, December 2011, ISBN 978-3-8465-1845-8 

Book Chapters

1. Keerthika, M., Shanmugapriya, D., Nethra Pingala Suthishni, D., & Sasirekha, V. (2024). Enhancing Energy Efficiency in Intrusion Detection Systems for Wireless Sensor Networks Through Zigbee Protocol. In M. Almaiah, Y. Maleh, & A. Alkhassawneh (Eds.), Risk Assessment and Countermeasures for Cybersecurity (pp. 206-234). IGI Global. https://doi.org/10.4018/979-8-3693-2691-6.ch012 

2. Gaayathri, M., Ganapathi, P., Roshni, A., & Shanmugapriya, D. (2023). Wrapper-Based Feature Selection for Detecting the Lexical Phishing Websites Using Ensemble Learning Algorithms. In S. Shiva Darshan, M. Manoj Kumar, B. Prashanth, & Y. Vishnu Srinivasa Murthy (Eds.), Malware Analysis and Intrusion Detection in Cyber-Physical Systems (pp. 64-84). IGI Global. https://doi.org/10.4018/978-1-6684-8666-5.ch004 

3. G. Padmavathi, D. Shanmugapriya, S. Asha, "Detection of Malicious Insider in Cloud Environment based on behavior Analysis", Progressions made in cyber-security world,I Edition, CRC press, 9 pages, eBook ISBN 9781003302384, 2022, DOI: https://doi.org/10.1201/9781003302384 

4. G. Padmavathi, D. Shanmugapriya, A. Roshni, "Evaluation of Supervised Machine Learning Classifiers to Detect Mobile Malware", Progressions made in cyber-security world,I Edition, CRC press, 12 pages, eBook ISBN 9781003302384, 2022, DOI: https://doi.org/10.1201/9781003302384 

5. G. Padmavathi, D. Shanmugapriya, A. Roshni. "Evaluation of Principal Component Analysis Variants to Assess Their Suitability for Mobile Malware Detection", Advances in Principal Component Analysis, IntechOpen Publisher, 252 pages, Ebook ISBN 978-1-80355-767-0, August 2022 doi: 10.5772/intechopen.105418 

6. Narayan, V., & Shanmugapriya D.,. (2022). Big Data Analytics With Machine Learning and Deep Learning Methods for Detection of Anomalies in Network Traffic. In I. Management Association (Ed.), Research Anthology on Big Data Analytics, Architectures, and Applications (pp. 678-707). IGI Global. https://doi.org/10.4018/978-1-6684-3662-2.ch032 

7. Shanmugapriya D., and Padmavathi Ganapathi, “Keystroke dynamics authentication using neural network approaches”, Communications in Computer and Information Science series, Springer Verlag Berlin Heidelberg, September 2010, Volume 101, Part 3, 686-690, ISBN: 978-3-642-15765-3. 

8. Shanmugapriya D., and Padmavathi Ganapathi, “Feature Subset Selection Using PSO-ELM-ANP Wrapper Approach for Keystroke Dynamics” Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012), Lecture Notes in Electrical Engineering Series, Springer India, Volume I, 621-628, Print ISBN 978-81-322-0996-6, Online ISBN 978-81-322-0997-3 

9. Shanmugapriya D., and Padmavathi Ganapathi. "A Wrapper-Based Classification Approach for Personal Identification through Keystroke Dynamics Using Soft Computing Techniques." Developing Next-Generation Countermeasures for Homeland Security Threat Prevention. IGI Global, August 2017. 330-353. Web. 6 Sep. 2016. doi:10.4018/978-1-5225-0703-1.ch015, ISBN13: 9781522507031 | ISBN10: 1522507035 | EISBN13: 9781522507048 

10. Shanmugapriya D., and Padmavathi Ganapathi, A wrapper-based classification approach for personal identification through keystroke dynamics using soft computing techniques Shanmugapriya, D., Ganapathi, P. Identity Theft: Breakthroughs in Research and Practice, 2016, pp. 267–290 

11. Shanmugapriya D., & Ganapathi, P. (Feb 2019). A Framework for Improving the Accuracy of Keystroke Dynamics-Based Biometric Authentication Using Soft Computing Techniques. In A. Kumar (Ed.), Biometric Authentication in Online Learning Environments (pp. 208-235). Hershey, PA: IGI Global. doi:10.4018/978-1-5225-7724-9.ch009 ISBN13: 9781522577249|ISBN10: 1522577246|EISBN13: 9781522577256

Journal Publications

1. 1. Padmavathi Ganapathi, Roshni Arumugam, Shanmugapriya Dhathathri, An intelligent obfuscated mobile malware detection using deep supervised learning algorithms, Bulletin of Electrical Engineering and Informatics (BEEI), Vol 13, No 4, August 2024, DOI: https://doi.org/10.11591/eei.v13i4

   2. Asha S., Shanmugapriya D., Understanding insiders in cloud adopted organizations: A survey on taxonomies, incident analysis, defensive solutions, challenges, Future Generation Computer Systems, Volume 158,2024,Pages 427-446, ISSN 0167-739X, https://doi.org/10.1016/j.future.2024.04.033.

   3. D. Shanmugapriya, D Nethra Pingala Suthishni, V. Sasirekha, G. Padmavathi and M. Keerthika, A Survey on Spoofing and Selective Forwarding Attacks on Zigbee Based WSN, Mapana – Journal of Sciences 2023, Vol. 22, Special Issue 2, 397-419, ISSN 0975-3303, https://doi.org/10.12723/mjs.sp2.23 - UGC care list 2 

   4. Asha S, Shanmugapriya D, Padmavathi G, Malicious insider threat detection using variation of sampling methods for anomaly detection in cloud environment, Computers and Electrical Engineering, Volume 105, 2023, 108519, ISSN 0045-7906.

   5. Ganapathi, Padmavathi, and D. Shanmugapriya, “A survey of Attacks, Security Mechanisms and Challenges in wireless sensor Networks”, International Journal of Computer Science and Information Security, Vol. 4, No.1 & 2, Pg. No. 117-125, August 2009. ISSN: 1947-5500 

1. 6. Shanmugapriya D., and Padmavathi Ganapathi, “A Survey of Biometric keystroke Dynamics: Approaches, Security and Challenges”, International Journal of Computer Science and Information Security, Vol. 5, No.1, Pp. 115-119, September 2009.  ISSN: 1947-5500 

1. 7. Ganapathi, Padmavathi, and D. Shanmugapriya, “A Study on Vehicle Detection and Tracking Using Wireless Sensor Networks”, Wireless sensor Network, 2010, 2, 173-185. ISSN Print: 1945-3078      ISSN Online: 1945-3086

1. 8. Ganapathi, Padmavathi, and D. Shanmugapriya, “Video pre-processing of image Information for vehicle Identification”, International Journal of Engineering Science and Technology (IJEST), Vol. 3 No. 2 Feb 2011, pg.no. 1526-1535, ISSN : 0975-5462.

1. 9. Shanmugapriya D., and Padmavathi Ganapathi, Virtual Key Force – A new Feature for Keystroke, International journal of engineering science and technology, Vol.3, No. 10, Pp. 7738-7743, October 2011, ISSN: 0975-5462.

1. 10. Shanmugapriya D., and Padmavathi Ganapathi, An Efficient Feature selection algorithm for user authentication using Keystroke dynamics, International Journal of Computer science and Network Security, Vol.11, No.10, 191-195, October 2011, ISSN : 1738-7906. 

1. 11. Shanmugapriya D., and Padmavathi Ganapathi, “User Identification using Keystroke Dynamics”, CiiT International journal of Biometrics and Bioinformatics, Vol 1, No1, Pp. 22-26, April 2009. Print: ISSN 0974 – 9675 & Online: ISSN 0974 – 956X

1. 12. Shanmugapriya D., and Padmavathi Ganapathi, Applying Computational Intelligent Techniques for personal Authentication using Keystroke Dynamics, International Journal of Advanced Networking and Applications, Vol 04, Issue 4, Pp. 27-31, Feb 2013, ISSN No. 0975-0290

Conference Publications 

1. Abisheka. S, D. N. Pingala Suthishni and D. Shanmugapriya, "Exploring Machine Learning Techniques for Effective Anomaly Detection: A Comprehensive Review," 2024 3rd Edition of IEEE Delhi Section Flagship Conference (DELCON), New Delhi, India, 2024, pp. 1-6, doi: 10.1109/DELCON64804.2024.10866996. 

2. D. Shanmugapriya, C. J. Dhanya, S. Asha, G. Padmavathi and D. N. P. Suthisini, "Cloud Insider Threat Detection using Deep Learning Models," 2024 11th International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, India, 2024, pp. 434-438, doi: 10.23919/INDIACom61295.2024.10498767. 

3. D. N. P. Suthisini, J. J. Merlien, D. Shanmugapriya, G. Padmavathi and A. Roshni, "Performance Analysis of Cyberbullying Threats in Social Media using Machine Learning Techniques," 2024 11th International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, India, 2024, pp. 751-757, doi: 10.23919/INDIACom61295.2024.10499020 

4. D. Shanmugapriya, G. Padmavathi and A. Aysha, "Detection of Iris Template Attacks using Machine Learning and Deep Learning Methods," 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, India, 2023, pp. 425-429. 

5. Jainy Jacob. M. and D. Shanmugapriya, "A Hybrid Model for Fingerprint Recognition via LSTM and CNN," 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, India, 2023, pp. 794-798 

6. M. Keerthika and D. Shanmugapriya, "A Systematic Survey on Various Distributed Denial of Service (DDoS) Attacks in Wireless Sensor Networks (WSN)," 2022 IEEE 7th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), MANGALORE, India, 2022, pp. 59-64, doi: 10.1109/ICRAIE56454.2022.10054309. 

7. Padmavathi, G., Shanmugapriya, D., Asha, S. (2022). A Framework for Improving the Accuracy with Different Sampling Techniques for Detection of Malicious Insider Threat in Cloud. In: Uddin, M.S., Jamwal, P.K., Bansal, J.C. (eds) Proceedings of International Joint Conference on Advances in Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-19-0332-8_36 

8. G. Padmavathi, D. Shanmugapriya and A. Roshni, "Performance Analysis of Unsupervised Machine Learning Methods for Mobile Malware Detection," 2022 9th International Conference on Computing for Sustainable Global Development (INDIACom), 2022, pp. 201-206, doi: 10.23919/INDIACom54597.2022.9763180 

9. G. Padmavathi, D. Shanmugapriya and S. Asha, "A Framework to Detect the Malicious Insider Threat in Cloud Environment using Supervised Learning Methods," 2022 9th International Conference on Computing for Sustainable Global Development (INDIACom), 2022, pp. 354-358, doi: 10.23919/INDIACom54597.2022.9763205 

10. M. Keerthika, D. Shanmugapriya,Wireless Sensor Networks: Active and Passive attacks - Vulnerabilities and Countermeasures, Global Transitions Proceedings,Volume 2, Issue 2,2021,Pages 362-367, ISSN 2666-285X, https://doi.org/10.1016/j.gltp.2021.08.045.

11. Ganapathi, Padmavathi, and D. Shanmugapriya, “Digital watermarking technique in vehicle identification using wireless sensor Networks” Proceedings of 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), Aug 2010, Volume: 2, page(s): V2-6-V2-10,ISSN2154-7491 Print ISBN: 978-1-4244-6539-2 available in IEEE xplore., 

12. Ganapathi, Padmavathi, and D. Shanmugapriya, “Acoustic signal based feature extraction for vehicular classification” Proceedings of 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), Aug2010, Volume: 2, page(s): V2-6-V2-10I, ISSN2154-7491, Print ISBN: 978-1-4244-6539-2 available in IEEE xplore, 

13. Ganapathi, Padmavathi, and D. Shanmugapriya, Neural network approaches and MSPCA in vehicle acoustic signal classification using wireless sensor networks”, Proceedings of 2010 IEEE International conference on Communication Control and Computing Technologies (ICCCCT), Oct 2010, Page(s): 372 – 376, Print ISBN: 978-1-4244-7769-2 available in IEEE xplore, 

14. Shanmugapriya D., and Padmavathi Ganapathi“Keystroke dynamics authentication using data filtering techniques and neural network approaches” proceedings of International conference on computing (ICC 2010), Dec 2010, 143-147, ISBN 978-81-920305.

15. Ganapathi, Padmavathi, and D. Shanmugapriya, “Multiscale PCA analysis in Acoustic signals for vehicular classification in wireless sensor networks” proceedings of International conference on computing (ICC 2010), Dec 2010, 111-114, ISBN 978-81-920305.

16.  Ganapathi, Padmavathi, and D. Shanmugapriya, A hybrid approach for acoustic signal segmentation by computing similarity matrix, novelty score and peak detection for vehicular classification in wireless sensor networks, 2010 International Conference on Emerging Trends in Robotics and Communication Technologies (INTERACT), Publication Year: Dec 2010 , Page(s): 334 – 338, Print ISBN: 978-1-4244-9004-2, available in IEEE xplore, 

17. Shanmugapriya D., and Padmavathi Ganapathi, A wrapper based feature subset selection using ACO-ELM-ANP and GA-ELM-ANP approaches for keystroke dynamics authentication, 2013 International Conference on Signal Processing Image Processing & Pattern Recognition (ICSIPR), February 2013, Page(s): 157 – 162, Print ISBN: 978-1-4673-4861-4, available in IEEE xplore.

In-House Publications

1. D.Shanmugapriya  (2020), "Information Technology - Challenges and Opportunities During Pandemic ", Special Issue : Pandemic : Effect Challenges and Opportunities Research Highlights – Journal of Avinashilingam Institute for Home Science and Higher Education for Women(JADU) ,Vol/issue: 30/4 pages: 310-316

Institution Level

• Head - Department of Information Technology from 2016 and Head i/c - Department of Information Technology from 2002 - 2016

• Coordinator - Centre for Continuing Education

• Coordinator - Campus 1 -Social Media Administration Cell

• Coordinator - Centralized Purchase

• Coordinator - Faculty of Community Education and Entrepreneurship Development

• Coordinator for  UGC NAAC  - 4th  cycle - Reassessment - Criteria IV (2015-20) -- Infrastructure and Learning resources

• Member for UGC NAAC  - 4th  cycle- criterion – IV (2013-2018) - Infrastructure and Learning resources

• Member for UGC NAAC  - 3rd cycle- criterion – III (2007-2012) - Research, Consultancy and Extension

• Academic Council member

• University Standing Committee Member

• BOS Chairman for Information Technology

• Chairperson for Question Paper Scrutiny Committee of Information Technology 

• Chair Person for the Valuation Board of Information Technology 

• Result Passing Board Member

• Member of Curriculum Restructuring Committee.

• Staff Selection Committee Member

• In charge of Centralized purchase of IT products and Audio Visual Products

• Member - University Website Committee

• Member - University International Travel Committee

• Member - University Scrutiny Committee Member for the conduct of Seminars /Conferences /Workshops 

• Member  - University Identity Card Committee

• Member  - University Orientation Committee

Department Level

• Contributed as Chairperson for Curriculum Development of B. Sc Information Technology, M.Sc Information Technology, Value added course - Web Designing, Python for all.

• Introduced M.Sc Information Technology from the academic year 2017-18

• Established UG Information Technology Lab

• Established PG Information Technology Lab

Extension Activities

• Served as Assistant Programme Officer

• Served as Programme Officer and conducted special camps at adopted Villages

• Served as Programme Officer for Community Social Services

Positions Held Outside University

• Doctoral Committee Member - Dr. GRD College of Arts and Science, Coimbatore

• BOS Member - Mother Theresa Women's University, Sri Sankara Arts and Science College, Erode Arts and Science College, Sri Krishna Arts and Science, Sri Ramakrishna Vidyalaya Arts and Science, Dr. SNS Rajalakshmi College of Arts and Science, Saraswathi Thiyagaraja College, Pollachi, Sri Ramakrishna College of  Arts and Science for Women.

Online Certification / Trainings Completed

• NPTEL Online Certification in Introduction to Internet of Things (Elite Category)

• NPTEL Online Certification in Cloud Computing (Silver Category)

• Coursera Online Certificate in Introduction to Artificial Intelligence (AI)

• Certificate for Completion of R Training, Spoken Tutorial Project, IIT Bombay, funded by National Mission on Education through ICT, MHRD, Govt., of India. April 2020

• Certificate for Completion of Python 3.4.3 Training Spoken Tutorial Project, IIT Bombay, funded by National Mission on Education through ICT, MHRD, Govt., of India, April 2020

• Machine Learning with MATLAB, Mathworks, 14 December 2020

• Deep Learning with MATLAB, Mathworks, 15-16 December 2020

Faulty Development Programme Completed

• Online FDP on “Machine Learning on 26.5.2020  organised by Department of Computer Applications, Rathinam College of Arts and Science, Coimbatore

• Online FDP on Enhancing your IT skills during Quarantine held between 18.05.2020 -  23.05.2020 organised by Department of Computer Science, Bishop Appasamy College of Arts & Science, Coimbatore

• Online FDP on PHP and MySql, Spoken Tutorial Project, IIT Bombay, funded by National Mission on Education through ICT, MHRD, Govt., of India and Dr. NGP Arts and Science College, Coimbatore May04-10, 2020

• Online FDP on R Programming, Spoken Tutorial Project, IIT Bombay, funded by National Mission on Education through ICT, MHRD, Govt., of India and Sri Krishna Arts and Science College, Coimbatore April 19-24, 2020

• NPTEL-AICTE FDP on Internet of Things, July-October 2019

• NPTEL-AICTE FDP on Cloud Computing, February – April , 2019

1. “Cloud Insider Threat Detection using Deep Learning Models” 11th International Conference on “Computing for Sustainable Global Development”, 28th February - 1st March 2024, Bharathithiya Vidyapeedh Institute of Computer Applications and Management, New Delhi 

2. Image Encryption and Decryption using Advanced Encryption Standard (AES), International Conference for Advanced Computational Research and Innovations,16-18 February 2024, Yuvakshetra Institute of Managemanet Studies, Kerala

3. A Survey on Spoofing and Selective Forwarding Attacks on Zigbee based WSN , 8th International Conference on Computational Sciences and Sustainable Technologies, organized by Christ University Bangalore and Modern College of Business and Science, Muscut, Oman, on 8th - 9th May 2023 

4. Performance Evaluation of Selective Forwarding Attack Detection using ML Techniques implemented in ZIGBEE Network, 2nd International Conference on Next Generation Computing Systems, March 17-18, 2023 PSG Institute of Technology and Applied Research, Coimbatore 

5. Detection of Iris Template Attacks using Machine Learning and Deep Learning Methods," 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom), 15th- 17th March, 2023,  Bharathithiya Vidyapeedh Institute of Computer Applications and Management, New Delhi 

6. A Framework for Improving the Accuracy with Different Sampling Techniques for Detection of Malicious Insider Threat in Cloud. International Joint Conference on Advances in Computational Intelligence, October 23-24, 2021, Jahangir University, Bangladesh, and South Asian University Indiae

7. Wireless Sensor Networks: Active and Passive attacks - Vulnerabilities and Countermeasures in International Conference on Computing System and its Applications, July 2021, Acharya Institute of Technology, Bangalore

8.  A study on User Authentication Mechanisms for handling Online Examination Threats in International Conference on Recent trends in Mathematics and Information Technology on 1st  & 2nd March 2018, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore

9.  Security Challenges on Integration of Cloud with IOT in International Conference on Recent trends in Mathematics and Information Technology on 1st  & 2nd March 2018, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore

10. Presented a paper on “A Wrapper Based Feature Subset Selection using ACO-ELM-ANP and GA-ELM-ANP Approaches for Keystroke Dynamics Authentication” at IEEE sponsored International Conference on Signal Processing, Image Processing, and Pattern Recognition (ICSIPR ’13) organized by Karunya University, Coimbatore, 7th and 8th February 2013.

11.   Presented a paper on “Feature Subset Selection using PSO-ELM-ANP Wrapper Approach for Keystroke Dynamics” at the International Conference on Signal and Image Processing organized by Dr. NGP Institute of Technology, Coimbatore, December 13th – 15th, 2012.

12.  Presented a paper on “Applying Keystroke Dynamics for Password-based Authentication System” at the International Conference on Informatics Cybernetics and Computer Applications at Gopalan College of Engineering and Management, Bangalore, on July 19-21, 2010.

13.  Presented a paper on “Keystroke dynamics authentication using neural network approaches” at International Conference on Advances in Information and Communication Technologies (ICT 2010) at Hotel Golf View, Kochi, Kerala on Sep 07-08, 2010.

14.  Presented a paper on “Neural network approaches and MSPCA in vehicle acoustic signal classification using wireless sensor networks” at 2010 IEEE International conference on Communication Control and Computing Technologies (ICCCCT), at St. Xavier’s college of Engineering and Technology, Nagercoil on October 7th –9th 2010.

15. Presented a paper on “Keystroke dynamics authentication using data filtering techniques and neural network approaches” at International conference on computing (ICC 2010) organized by Advanced computing Research society at Institute for defense studies and Analysis, New Delhi on 27th and 28th December 2010.

16. Presented a paper on “Multiscale PCA analysis in Acoustic signals for vehicular classification in wireless sensor networks” at International conference on computing (ICC 2010) organized by Advanced computing Research society at Institute for defense studies and Analysis, New Delhi on 27th and 28th December 2010.

17. Presented a paper on “A Comparative study on Fractal Image compression using Genetic Algorithm and Iteration free Efficient Domain pool Algorithm” at UGC sponsored National Conference on “Data Mining and its Applications” at Gobi Arts and Science College, Gobichettipalayam on 9th and 10th March, 2007.

18.  Presented paper on “ E-Learning : Best Practices and Challenges” at the International conference on “Gender Issues in E-Society (WIT- 2005)” organized by Annamalai University, Chidambaram during 19th -20th December, 2005

19.  Presented a paper on “Network structure based routing protocols for wireless sensor networks – A Survey” at National Conference on Recent research trends in Information Technology at R.V college of Engineering, Bangalore on 7th and 8th March, 2008.

20.  Presented a paper on “A Method for Preprocessing the Dwell time and Flight time of Keystroke templates” at National conference on Advanced computing Technologies at Avinashilingam University for Women on 19th February 2010

21. Presented a paper on “A method for classifying Friend or Foe using vehicle Acoustic signal and Digital watermarking in Wireless sensor network” at National Conference on “Network Security and Information Retrieval” at RV college of Engineering, Bangalore, on 15th December, 2009

22. Presented a poster on “Review of Key Management Techniques in Wireless sensor Networks” at National conference on “Emerging trends in Computer science” at Avinashilingam University for Women on 13th March 2009 

Chairman

• Chaired a Session on Application of Artificial Intelligence in Cyber Security on 24th March, 2022 during INDIACom-2022; 16th INDIACom; 2022 9th International Conference on “Computing for Sustainable Global Development”, organized by BVICAM, New Delhi.

Served as Resourse person for the following Events: 

1. Use of ICT in Business, sponsored by Entrepreneurship Development Cell at Avinashilingam University, Coimbatore on 08.09.2017

2. Emerging Trends in Information Technology, sponsored at Sri Ramalinga Sowdambigai College of Science and Commerce, Coimbatore, on 09.02.2018

3. Cyber Security- Challenges and Counter measures at Mercy College, Palakad, Kerala, 14.10.2020

4. Physical facilities, IT Infrastructure and Maintenance sponsored by UGC Paramash at Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore on 30.1.2020

5. Behavioral Biometric Authentication at the International Workshop on cyber attacks and attack handling Methods on 30.9.2020 at Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore

Association Member

Member - International Association of Computer Science and Information Technology - Member NO.: 80333915

Editor

• Handbook of Research on Machine and Deep Learning Applications for Cyber Security." IGI Global

• Progressions Made in Cyber-Security World: “SERI-2021” Theme – “Cryptography, Applied Cryptography, Cyber Security and Privacy” (1st ed.). CRC Press.

Reviewer

• IEEE Man and Cybernetics: Systems

•  IEEE Access

• International Journal of Medical Informatics 

• Expert Systems With Applications

• Cyber Security and Applications 

• AI, Computer Science and Robotics Technology

• Advances in Mechanical Engineering. (WoS)

• Biometric Authentication in Online Learning Environments, IGI Global, USA

• 7th International Symposium on Intelligent Informatics (ISI-2022), Trivandrum, Kerala, India

•  Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA'20)

•  Sixth International Symposium on Intelligent Informatics (ISI’18), Bangalore

Technical Programme Committee Member 

• International Conference on Artificial Intelligence – Multidisciplinary Perspectives on Emerging Challenges, Research and Opportunities (ICAI-2022) Organized by the Centre for Machine Learning and Intelligence, DST-CURIE-AI, during 24th & 25th February, 2022.

•  Eighth International Symposium on Women in Computing and Informatics (WCI'22), Trivandrum, India, to be held between September 1-2, 2022

• International Conference on Applied Soft Computing and Communication Network (ACN-20), October 14-17,2020, Chennai India 

•  Sixth International Symposium on Women in Computing and Informatics (WCI'18), Bangalore, India

• Fifth International Symposium on Women in Computing and Informatics (WCI-2017) Manipal, India during September 13-16, 2017.

• Third International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), September 13-16, 2017, Manipal, India.

• Fourth International Symposium on Women in Computing and Informatics (WCI-2016)

• International Symposium on Intelligent Systems Technologies and Applications (ISTA’15), held during August 10-13, 2015, Kochi, India. 

• Third International Symposium on Women in Computing and Informatics WCI-2015 held in Kochi, India during August 10-13, 2015. 

• Third International Conference on Advances in Computing, Communications and Informatics (ICACCI 2014).24-27 September 2014, Delhi, India 

• Third International Symposium on Intelligent Informatics (ISI’14), September 24-27, 2014, Delhi, 

• Second International Conference on Advances in Computing, Communications and Informatics (IEEE ICACCI 2013). August 22-25, 2013, in Mysore, India. 

• International Symposium on Intelligent Informatics, Chennai, India, August 4-5, 2012