Dr. S.Sharon Priya

Teaching

Educational Background

Work Experience

Accomplishments

• Institute level Faculty Organizer and Remote Centre Coordinator for the Spoken Tutorial Course and other relevant activities in collaboration with IIT-Bombay and has received appreciation from IIT-Bombay.
• Organized various Spoken Tutorial Courses for more than 10000 students in collaboration with IIT Bombay (2018-2025) across various departments.
• Academic Administrator in the Office of Dean Academic Affairs,B.S Abdur Rahman Crescent Institute of Science and Technology(2018-2021)
• Initiated and framed Crescent LMS along with datacenter for offering online mode of teaching during the pandemic.
• Received appreciation certificate from MHRD, Govt of India for coordinating a workshop on Python for school teachers.
• Member in the CSE team representing Unnat Bharat Bhayan Team for adopting a village and carrying out societal activities.
• Received the Best Paper Award in the conference ICNGCCT’15 held in Dubai during 22nd -23rd April 2015.
• Institute coordinator for conducting entrance examination in B.S Abdur Rahman Crescent Institute of Science and Technology during 2015.
• Played as the coordinator for BOS Meetings, Department Co-Ordinator – Central Library (2016- 2020) and as a Remote Centre Coordinator –

Lecture courses

Research

Areas Of Research Interest

• Artificial Intelligence in Medicine
• Machine Learning & Deep Learning
• Biomedical Image Analysis
• Medical Data Analytics
• Healthcare Expert Systems
• AI Applications in Wellness & Healthy Living
• Model Development & Validation
• Cloud Computing
• Internet of Things (IoT) in Healthcare
• Smart Systems & Intelligent Automation.

Publications

Journals Published

• Aarthi, G. | Priya, S. Sharon* | Banu, W. Aisha, “KRF-AD: InnovatingAnomaly Detection with KDE-KL and Random Forest Fusion”,Intelligent Decision Technologies, 2024, vol. 18, no. 3, pp. 2275-2287,https://doi.org/10.3233/IDT-24062.
• Aarthi, G. | Priya, S. Sharon* | Banu, W. Aisha, “ALERT-IoT: AdvancedAnomaly Detection Framework for IoT Environment Using DeepLearning”, International Journal of Intelligent Engineering and Systems,2024, Vol.17, No.5, pp. 463-473,https://doi.org/10.22266/ijies2024.1031.36.
• Aarthi, G. | Priya, S. Sharon* | Banu, W. Aisha, “RID-Cloud: SpectralRecurrent Neural Network-based Intrusion Detection in CloudEnvironment”, IETE Journal of Research, 2024, pp. 1-12,https://doi.org/10.1080/03772063.2024.2428740.
• Aarthi, G. | Priya, S. Sharon* | Banu, W. Aisha, “Deep learning basedGated Dilated Causal Convolution Network for IoT Intrusion Detection”,International Journal of Electrical and Computer Engineering.(Communicated)
• Muneeswari and S. Sharon Priya “Self-diagnosis platform via IOT-based privacy preserving medical data”, Journal of Measurement: Sensors, Elesiver, Volume 25, February 2023(Scopus Indexed).
• Josephinshermila and S. Sharon priya”Accident detection using Automotive Smart Black-Box based Monitoring system”, Journal of Measurement: Sensors, Elesiver, Volume 25, June 2023(Scopus Indexed).
• Mahul Brahma and Sharon priya “Learning Impact of Recent ICT Advances Based on Virtual Reality IoT Sensors in a Metaverse Environment “-Journal of Measurement: Sensors, Elesiver (Accepted) (Scopus Indexed).
• Sharon Priya Surendran, Aisha Banu W “PEBD: Performance Energy Balanced Duplication Algorithm for Cloud Computing” International Journal of Advanced Intelligence Paradigms, ISSN / ISBN No1755-0386
• Sharon Priya and Dr. Aisha Banu, “Automated speech recognition in regional languages”, Journal of Optoelectronics laser, Vol.10, No.3, 2022 (Scopus Indexed).
• Sharon Priya and Dr. Aisha Banu, “Fuzzy Resource Pre-processing and Compress and Join Gang Polling Evaluation Scheduling in Cloud Computing”, International Journal of Intelligent Engineering and Systems, Vol.10, No.3, 2017 (Scopus Indexed).
• Sharon Priya and Dr. Aisha Banu “Fault tolerance on League Gang scheduling aided enhanced compress & join for heterogeneous cloud environment”, Journal of Advanced Research in Dynamical and Control Systems. 16-Special Issue, Pages: 1546-1564, 2017(Scopus Indexed).
• Sharon Priya, Dr.K.M Mehatha and Dr. Aisha Banu “Ganging of Resources via Fuzzy Manhattan Distance Similarity with Priority Tasks Scheduling in Cloud Computing” Journal of Telecommunications and Information Technology (JTIT),2018(Scopus Indexed).
• Ayeisha Kathon M A M and S.Sharon Priya S “Double Auction Pricing Scheme For Effective Utilization Of Resources In Cloud” International Journal of Advanced Research in Biology Engineering Science and Technology (IJARBEST) Vol. 2, Special Issue 14, May 2016
• “A Novel Approach for Image and Video Denoising by sparse 3-D Transform Domain using Atrous and Gabor Wavelets”., International Journal of Information Processing,2008.
• Sridhar and Sharon priya” Comparative Study of Ant Colony OptimizationAnd Gang Scheduling” International Journal For Trends In Engineering & Technology,Volume 3 Issue 2 – February 2015 – Issn: 2349 – 9303

International Conferences:

• Aarthi, S. Sharon Priya, and W. Aisha Banu, "Comparative Study onDifferent Intrusion Detection Datasets Using Machine Learning andDeep Learning Algorithms," in Big Data and Cloud Computing. ICBCC2022, N. Venkataraman, L. Wang, X. Fernando, and A. F. Zobaa, Eds.,Lecture Notes in Electrical Engineering, vol. 1021. Singapore: Springer,2023. DOI: 10.1007/978-981-99-1051-9_8.
• . G. Aarthi, S. Sharon Priya, and W. Aisha Banu, “Enhancing IoTSecurity: A Dynamic Machine Learning Pipeline for DDoS AttackDetection” in the National Conference on Functional Materials forSustainable Energy & Information Technology (FuMSEIT -2023).ISBN: 978-93-92892-88-2.
• Aarthi, S. Sharon Priya, and W. Aisha Banu, “Empowering IoTSecurity: A Framework Utilizing Ensemble Machine Learning andHyperparameter Optimization” in the International Conference on theRecent Advancements in Technological Perspective (ICRATP – 2024).ISBN: 978-81-971225-1-4
• M. Shifana Rayesha, Dr. Aisha Banu and S. Sharon Priya ”Protein structure prediction using Neural Network” presented in International Conference on Data Management, Analytics & Innovation,2023.
• Aarthi G, Sharon Priya S and Aisha Banu W “Comparative Study on different Intrusion Detection Datasets Using Machine Learning and Deep Learning Algorithms” presented in ICBCC 2022 7th International Conference on Big Data and Cloud Computing, 22 – 23, September, 2022
• Sharon Priya, Dr.K.M. Mehatha “A Novel study for comparison of Ant Colony and Bee Colony Optimization techniques “presented in International conference ICNGCCT’15 held on 22nd and 23rd April 2015 at Dubai and won the best paper award.
• Sharon Priya and Dr. Aisha Banu” PEBD: performance energy balanced duplication algorithm for cloud computing” International Conference on Internet of Things and Challenges (sponsored by AICTE) on 14th and 15th of December 2017.
• S and S. Sharon Priya “Performance Analysis of Gang Scheduling in cloud “International Conference ICONACME’15 held on 26th and 27th March 2015.
• Pradeep Raj.P and S. Sharon Priya “A Scheduling strategy to federate parallel workload using Backfilling” International Conference ICETET’15 held on 24th Feb 2015.

Patents Published

• An AI based system for glucose monitoring and determining compliance, Indian Patent(2
• Assign Cloud based Virtual machine using Sine Cosine Algorithm and Ant Lion Algorithm to achieve optimal consumption, Indian Patent (2022).
• Intelligent Manufacturing through Machine Learning Techniques and Artificial Algorithms with resource and process optimization, Canadian Patent(2022)

Book

• G. Aarthi, S. S. Priya, and W. A. Banu, "Intrusion Detection on NF-BoT-IoT Dataset Using Artificial Intelligence Techniques," in Handbookof Research on Deep Learning Techniques for Cloud-Based IndustrialIoT, IGI Global, 2023, pp. 106-123. DOI: 10.4018/978-1-6684-8098-4.ch007

Certification

• AWS Certified Cloud Practioner,2023
• Amazon Translate: Translate documents withbatch translation,Course Era 2023

FDP / Seminars / Workshops Organized

• Organized an Online Faculty Development Program on HTML programming Conducted during 20th-24th April 2020 Organized by Office of Dean, Academic Affairs, BSACIST in collaboration with IIT Bombay-ST sponsored by The National Mission on Education through ICT (NMEICT), MHRD, Govt. of India
• Organized a One-day workshop on C and CPP on 29th February 2020 Organized by Office of Dean, Academic Affairs, BSACIST in collaboration with IIT Bombay-ST Sponsored by The National Mission on Education through ICT (NMEICT), MHRD, Govt. of India.
• Organized a One-day workshop on Python On 22nd June 2019 Organized by Office of Dean, Academic Affairs, BSACIST in collaboration with IIT Bombay-ST Sponsored by The National Mission on Education through ICT (NMEICT), MHRD, Govt. of India.
• Organized a One-day workshop on R on 9th November 2019 Organized by Office of Dean, Academic Affairs, BSACIST in collaboration with IIT Bombay-ST Sponsored by The National Mission on Education through ICT (NMEICT), MHRD, Govt. of India
• Organized a two-day workshop on “Development outcome-based education” in collaboration with Ion Cudos on 6th and 7th November 2019.
• Organized a one-day workshop on “Applied Data Science” coordinated by d’labs on 28th January 2019.
• Organized a seminar” Opportunities in Big Data”-3rd March 2016
• Organized a content delivery “Machine learning and artificial Intelligence” -27th April 2017
• Organized a seminar” Demystifying IT Technology”-1st April 2017.
• Organized a Coding contest-26th & 27th October 2016.
• Co-ordinated” Accelerate –the Start-up talk”-10th November 2016
• Co-ordinated IN22 Lab coding contest programme for the students on 26th & 27th October 2016.
• Co-ordinated a soft skills training programme” Triumph” in collaboration with retract club of Ambattur. On 12th March 2016.
• Coordinator for organizing a Two-day workshop on “Cloud computing and its prospects” in collaboration with CTS in June 2013.

Lecture Delivered

• Delivered a lecture on “Hadoop Eco System”, one-week short term training programme on big data analytics for business intelligence conducted during 16th – 21st December 2019 Organized by School of Computer, Information & Mathematical Sciences, B.S Abdur Rahman Crescent Institute of Science & Technology

FDP / Seminars / Workshops Attended

• Completed FDP course on “Cryptography and Network Security,” NPTEL, May, 2019.
• Attended the 5-day IET Sponsored Winter School program on Data Analytics and Machine Learning using Python and R programming” from 25th to 29th November 2019 at Hindustan Institute of Technology and Science.
• Attended FDP on “IBM Design Thinking agile software development and Devops.”, Organized by B.S. Abdur Rahman Crescent Institute of Science and Technology, 02.07.2018 – 06.07.2018.
• Participated in two-day FDP” Image processing with MATLAB “on May 2019.
• Attended one day workshop on “Machine learning” on 3rd April 2019.
• Attended training on Java Programming, at Revature Inc., Alwarpet during 08.05.2017 to 19.05.2017.
• Attended FDP on “Introduction to Mobile App Development” at B.S. Abdur Rahman Crescent Institute of Science and Technology by ICT Academy during30th & 31st January 2017.
• Attended national level three days workshop on “Virtual and Augmented Reality Game development”
• Attended workshop on: “Big Data Analytics & Python Programming”-18th March 2017.
• Attended workshop “Mobile App Development using App Inventor”-16th-17th March 2017.
• Attended two days workshop on “Research Methodology & Quality Assurance”-2nd & 3rd Dec 2016.
• Attended FDP on “Expectations and Future of IT Industry”, at Mepz, tambaram, conducted by Cognizant Technology Solutions 22nd october 2016.
• Attended workshop on “Commercialization of Intellectual Property and Quality Assurance in Higher Education” B.S. Abdur Rahman Crescent Institute of Science and Technology organized by Dean Academics Research during 09th February 2017.
• Attended international workshop on “Teaching and learning in twenty first century” on 11th & 12th march 2013 at B.S. Abdur Rahman Crescent Institute of Science and Technology conducted by FTA.
• Participated in an Industry –Institute interaction at Infosys, Mysore, and January 2015.
• Attended one-day workshop – “Violence against Women” on 16th February 2013 organized by women Empowerment cell, B.S. Abdur Rahman Crescent Institute of Science and Technology
• Participated in a faculty Development program “creativity & innovation” on 5th September 2013 conducted by CTS as a part of industry-institute interaction

Papers Published in Journals:

Papers Presented in Conference:

Additional Responsibilities:

Highlights of Professional Experience

• Organized an international workshop” how to do PhD. To an international standard – an international perspective & how to publish articles in peer viewed journals” in collaboration with university of London on 5^th august 2013

Community Service

• The school visit to government higher secondary school, mambakam on “motivation and inspiration to young buddies“

Development activities

• Co-ordinated IN22 Lab coding contest programme for the students on 26^th & 27 th October 2016.
• Nominated as Department Coordinator for central library for increasing utilization of central library facilities.
• Co-ordinated a program to improve the confidence of pre-final year girls in collaboration with Rexona Confidence academy.
• Co-coordinating in development of artificial intelligence laboratory in the department.
• Co-ordinated a soft skills training programme ”triumph” in collaboration with Rotract club of Ambattur.