Selected Publications

• Kavitha, P.M., Anitha M., Shraddha Padhiari ., K Anitha(2022) . “Detection of trash in sea using deep learning” , YMER ,( Scopus )Vol: 28DOI: 37896/YMER21.07/65.
• Kavitha, P.M., Muruganantham, B. (2021)., “Deep Learning Approach in Malware Hunting“ Smart Computing and Self-Adaptive Systems- Book , DOI: 1201/9781003156123-12
• Kavitha, P.M., Anitha M., “Smart Cities and Industry 4.0”, “ Smart Computing and Self-Adaptive Systems- Book , DOI: 1201/9781003156123-11
• Kavitha, P.M., Muruganantham, B. (2021). “An Extensive Review on Malware Classification Based on Classifiers” Intelligent Computing and Innovation on Data Science. Lecture Notes in Networks and Systems, vol 248. Springer, https://doi.org/10.1007/978-981-16-3153-5_40"
• Kavitha, P.M., Muruganantham, B, “A study on deep learning approaches over Malware detection,” 2020 IEEE International Conference on Advances and Developments in Electrical and Electronics Engineering (ICADEE), Coimbatore, India, 2020, pp. 1-5, doi: 10.1109/ICADEE51157.2020.9368924.
• Kavitha, P.M., Krishnamoorthy N., “A Study on Application of Block Chain in Electronic Voting System” International Journal of Multidisciplinary Educational Research, Issue Volume 1 No(2) 2021,IJMER.
• Kavitha, P.M., Anitha M., Pushpalatha K.,"Art of Image Augmentation with cartoon model "Bioscience and Biotechnology Research Communications ,Special Issue Volume 13 No (6) 2020 ,Society For Science and Nature .WOS Indexed,Q2
• "A Survey on prediction approach over Machine Learning and Deep Learning Technique ",Current Innovations in Computer Technology (NCCICT-20) .
• "Expectation of Students Performance utilizing Data mining strategies with K-means Clustering algorithm ",Current Innovations in Computer Technology (NCCICT -20) .
• Kavitha, P.M,S., Agusthiyar R.,“Impacts of temporal resolution exploitation hand-picked bunch ways on residential electricity load profiles. " International Journal of Current Advanced ‘ISSN: O: 2319-6475, ISSN:P:2319-6505 Impact Factor:SJIF:5.995

Papers Presented

• Presented a Paper on- “ AN Investigation of Early Detection of Driver Drowsiness Using Machine Learning Classifier “ – in an international Conference on Recent trends in AI & Data Science ICON’22- on 28^th April 2022. ISBN 978-93-5636-168-3 © 2022
• Presented a Paper on “Handwritten Digits Recognition using CNN Identifying the Regional Based Writing Style” – in an international Conference on Information Science, Management Research and Social Sciences on 18^th& 19^th April 2022., AJK College of Arts & Science , ISBN: 978-93-5619-947-7
• Presented a Paper on “Payment Transaction using Face-Recognition” – in an international Conference on Information Science, Management Research and Social Sciences on 18^th& 19^th April 2022., AJK College of Arts & Science , ISBN: 978-93-5619-947-7
• Presented a paper on “An extensive review on Malware classification based on Classifiers”- in an International Conference on Technology Innovation and Data Science((Springer series - Scopus Indexed) on 19^th Feb 2021,Malaysia.
• Presented a paper-” A Survey on Malware detection using Deep Learning Technique” – 2020 IEEE International Conference on Advances and development in Electrical and Electronics Engineering, Karpagam College of Engineering, Coimbatore on 10th & 11th Dec 2020.
• Presented a paper entitled "App based Security and Community Management System Using Cloud" in an International e-Conference on Information, Communication and Networking 2020 (IECICN 20) organized by Department of Information Technology, Easwari Engineering College (Autonomous) conducted on 10th and 11th of July 2020.
• Presented a paper in an International E-Conference on Research Essential in Machine Learning & Computational Intelligence, entitled “Art of Image Augmentation with Cartoon models”, at SRM Institute of Science Technology, Chennai, India, 24.06.2020 & 25.06.2020.
• Presented paper in DPRC,SRM IST in “Novel Scalable malware detection through Deep learning” between 23^rd – 25^th

Working Papers

• Capsule Neural Network for Image based dataset.

Work in Progress

• GAN Processors with Image based dataset.

Academic Experience

• Assistant Professor(O.G), Department of Computer Applications, SRM University, Ramapuram Campus since June-2017 tilldate.
• Assistant Professor & Head In charge, Department of Computer Science, Apollo Arts andScience college, Chennai- from 2015 to 2017.
• Lecturer, Meenakshi Sundararajan School of management,Chennai.2010-2012.

Other Professional Experience

• Worked on a project ”Weigh bridge automation tool” in Dalmia Cements in2010.

Achievements

• Completed “ Machine Learning -ML” – Offered by NPTEL, April 2022
• Completed “ Python for Data Science” – Offered by NPTEL, Aug 2021
• Completed “ Machine Learning Pipelines with Azure ML Studio” – Offered by Coursera , Sep 2020
• Completed “ Introduction to Cyber Security Tools & Cyber Attacks” – Offered by Coursera , July 2020
• Completed “ Neural Networks and Deep Learning” - Offered by Coursera , June 2022
• Completed “ Machine Learning For All” – Offered by Coursera , May 2020
• Organized 1 week online Faculty DevelopmentProgrammein " Research Insight in Artificial Intelligence and Machine Learning",7th Sep- 12thSep 2020.
• Coordinated “INNOVATIONS 2K19” an inter school project contest Aug2019.
• Organized Internship in “Netty fish” for MCA students in2017.
• Organized Industrial visit to MCA and BCA students in 2017 &2018.
• Organized 1 day Innovative event for School Students "Blitzkreg 2k17", Aug 2017.

Workshops /Seminars/Conferences

• Attended 2 weeks AICTE sponsored FDPOn “Machine Learning & Artificial Intelligence in Data Science” from 24th May to 2nd June 2021.Orgnised by PACE IST, Ongole.
• Attended 7 days International Faculty Development programme on “Recent Trends in Emergent Technologies” on 17.2.2021 to 24.2.2021, organized by Shasun Jain, Chennai.
• Attended 2 days workshopon “Research Publications” organized by SKN Sinhgad Institute of Technology& Science ,Pune. On 25/2/21 & 26/2/2021
• Attended 1 day "Hands on Workshop-Python", 1st Aug 2020
• Attended webinar on "AI,ML and Its Applications" July 2020.
• Attended webinar on "E-platform for effective research on Deep learning" July 20202.
• Attended webinar on "Data Analytics Past,Present and future" June 2020
• Attended webinar on "AI in medical Image Processing", 22 nd Jun 2020
• Attended webinar on "How to use turnit in software for your research" 4th May 2020.
• Attended “10 Day Boot Camp on Getting Started with Data Sciences”,14th April to 25th April 2020.
• Attended webinar on "Building Simple classification using Sklearn" , 25th April 2020
• Attended webinar on "Analysis of covid 19-dataset using ML Techniques" , 13th -18th April 2020.
• Attended 1 day workshop on "Searching Dataset for research" ,13th-18th April 2020
• Attended 2 days’ workshop on “Machine Learning and Deep learning” organised by Department of Computer Science and Engineering, SAI Ram Engineering College, Chennai- DEC 2019 (IQAC &- IIC-(Ministry of HRD Initiative) Sponsored)
• Attended 2 weeks FDP on “ARTIFICIAL INTELLIGENCE & ADVANCED MACHINE LEARNING USING DATA SCIENCE” organised by Department of Computer Science and Engineering, SA Engineering College, Chennai-NOV-DEC 2019(AICTE Sponsored)
• Attended 1 day workshop on “Exploring Machine Learning through python” organised by Department of Computer Science and Applications, SRM institute of science and technology ,Ramapuram,Chennai- Aug 2019
• Attended 2 days FDP on ” Python “sponsored by ICT Academy -July 2019
• Attended 3 days FDP on ” Deep learning “organised by Department of computer science and engineering ,SRM institute of science and technology, Vadapalani campus -June 2019 (IET Sponsored)
• Attended a Seminar on R Machine Learning And Python conducted by Department of IT,SRM Institute of Science and Technology
• Attended a Seminar on IMAGE PROCESSING USING OPENCV conducted by Department Of ECE, SRM Institute of Science and Technology
• Attended a FDP for newly joined faculties conducted by SRM Institute of Science and Technology
• Attended a workshop related to “How to write a paper and publish in journal conducted by CSIR- Chen

Achievements and Awards

• Won “Best Young Faculty” Award from SKCT Trust, Tiruvannamalai on 30th Dec 2020.
• “ World Record Holder “ & Achievement Certification for achieving an eminent world record under the theme “World biggest Hands-On IOT & Ethical Hacking Workshop” on 15^th Aug 2019.

Professional Membership

• Member in Computer Society of India (CSI) - Membership ID:I1506213
• Member in IAENG-International Association of Engineering -Membership ID:253200.
• Member in IAAM-International Association of Advanced Materials - Membership Id:866282914851
• Associate Member in IRED-Universal Association of Computer and Electronics Engineers - Membership Id:AM101000584891
• Professional Member in IFERP -Institute of Engineering Research and Publication-Membership Id:PMIN94021876

1. ACCIDENT PREVENTION AND DRIVER SAFETY USING IOT AND MACHINE LEARNING – 20-05-2022 – Published.