Publications

Published paper on “Multi-Objective Whale Optimized with Recurrent Deep Learning for Efficient Intrusion Detection in High Sensitive Network Traffic”, ICTACT Journal on Communication Technology, Volume-13, No.-2, June 2022, ISSN: 2229-6948. (UGC Care Group I) Published paper on “Classification of Network Intrusion Attacks Using Machine Learning and Deep Learning”, Annals of the Romanian Society for Cell Biology, Volume-25, No.-2, February 2021, ISSN: 1583-6258. Published paper on “Visualization of Vulnerabilities by unmasking windows event logs with elasticsearch and kibana”, International Journal of Advanced Science and Technology, Volume-28, No.-19, December 2019, ISSN: 2005-4238, (SCOPUS Indexed Journal) Published paper on “ A Review on Security Challenges and Issues of big data”, International Journal of Computational Intelligence and Informatics, Volume -6, Issue-4, March 2017, ISSN: 2349 6363 Published paper on “An Effective Approach for Hiding Encrypted Messages with Neural Key using LSB Image Steganography”, International Journal of Innovative and Technology and Research,  Volume-4, Issue-2, February- March 2016,     ISSN: 2320 5547.

Conference:

Presented a paper on “ Analysis of UNSW-NB15 Dataset using Machine Learning Classifiers based on Boruta Feature Selection” in the International Conference on Advanced Computing organized by Bharathiar University, Coimbatore. Presented a paper on “Evaluation of Network Intrusion Attacks using Ultraboost and Multiboostab Classifiers” in the International Virtual Conference on Innovative Research in Humanities, Science and Technology organized by Selvam Arts & Science College, Namakkal Presented a paper on “A Detailed Survey on Role of Artificial Intelligence Algorithms and Nature Inspired Algorithms in Building Intrusion Detection Systems” in the On-line International Conference on Recent Trends in Cyber Security organized by Shrimati Indira Gandhi College, Thiruchirappalli. Presented a paper on “Intrusion Detection System from Machine Learning Perspective” in the International Conference on  Trends in Communication & Technology organized by Vivekanandha College for Arts and Science for Women, Thiruchengode. Presented a paper on “Facial Recognition Using Biometrics” in the seminar organized by the Department of Computer Science at Sri Sarada College for Women (Autonomous), Salem.

Academic Experience

 5 years 9 months

Other Professional Experience

nil

Achievements and Awards

• Qualified for Assistant Professor- UGC NET (June 2019)Completed NPTEL Certification for the Course “Python for Data Science “ with Elite certification.