Swapna H
Assistant Professor,
Department of Computer Science &
Engineering
Marian Engineering College,
Trivandrum - 695582
Ph: +91-471-2707111 (O)
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Date of Joining MEC: 28 August 2006
Professional Experience: 17.5 years
Educational Profile
M.Tech. (2012)
Computer Science & Engineering
University of Kerala
First Class with Distinction
B.Tech (2006)
Computer Science & Engineering
University of Kerala
First Class
Course Name UG/PG
Object Oriented Techniques using C++ UG
Compiler Design UG
Neural Networks UG
Soft computing PG
Programming in C UG
Software Testing UG
Advanced Compiler Design PG
Advanced Computer Architecture PG
Pattern Recognition PG
Formal Languages and Automata Theory UG
Fuzzy Systems and Applications UG/PG
Data Structures UG
Data Mining UG
Cryptography UG
Database Management Systems UG
Machine Learning UG
Research Interest
Data Structures and Algorithms
Machine Learning
Deep Learning
Significant Publications
Swapna H, Jayasudha J S and Sabu M Thampi. Article: A Trust Model for Identifying Malicious Behavior in P2P Networks. IJCA Special Issue on Advanced Computing and Communication Technologies for HPC Applications ACCTHPCA (2):7-13, July 2012. Published by Foundation of Computer Science, New York, USA.
2. Swapna H and Jayasudha J S. Article: A Secure Trust Based Detection of Malicious Entities in a Peer to Peer File Sharing Environment. National Conference on Information Security: June 2012
3. S. H and S. B, "A Review on News-Content Based Fake News Detection Approaches," 2022 International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS), 2022, pp. 1-6, doi: 10.1109/IC3SIS54991.2022.9885447.
4. S. H and S. B., "Multimodal Fake News Detection Using OCR and Image Captioning with Semantic Similarity Assessment," 2025 1st International Conference on Data Science and Intelligent Network Computing (ICDSINC), Raipur, India, 2025, pp. 563-567, doi: 10.1109/ICDSINC66221.2025.11448155.
FDP'S/ Workshops/ Seminars Attended
Next-Gen AI Training: FDP on Models, Methods and Machine from 18/08/2025 to 23/08/2025 by Rajiv Gandhi Institute of Technology Kottayam
National Level FDP: Redefining Academia: Teaching Innovation and Research Excellence from 23/02/2026 to 27/02/2026 by Department of Computer Science and Engineering,University of Kerala
Agentic AI and Large Language Models from 3-5-2025 to 9-5-2025 by College of Engineeringa nd management Punnapra
Problem-Solving and Advancement in Python Programming from 02nd to December 06th, 2024 by Sree Narayana Institute of Technology, Adoor.
FDP on NLP to LLM - THE PATHWAY TO INTELLIGENT COMPUTERS from 09-12-24 to 13-12-24 by College of Engineering Kidangoor
Deep learning and its applications from 30.01.2023 to 4.02.2023 by Marathwada Mitra Mandal's College of Engineering in association with IEEE Pune Section
Research Challenges in Block Chain and Big Data Analysis from 19-01-23 to24-01-23 by SCT College of Engineering, Thiruvananthapuram
Research Trends in Social Network Analysis from 24/05/2021 28/05/2021 by SCMS School of Engineering .
Basics of Writing and Getting Published a quality technical paper on 15/05/2021 by IEEE SBNIE LIT Calicut
FDP on Self Adaptive Systems & Machine Learning Techniques from 22/04/21 to 26/04/21 by Mahaguru Institute of Technology, Kattachira
FDP on Cyber Security and Career Paths on 21.09.2020 by MEC-CSI SB, Kerala State Rutronix, EC Council and METTSS
FDP on Know everything related to research from 23.7.20 to 28.7.20 by Illahia College of Engineerring
FDP on Python Programming for beginners from 15.7.20 to 19.7.20 by University college of Engg
FDP on Emerging Trends in ML and its applications from 05.8.20 to 10.8.20 by University college of Engg
FDP on Recent Trends in AI and ML from 16.7.20 to 21.7.20 by North Orissa University
FDP on Data Analytics and Machine Learning from 03.8.20 to 08.8.20 by Amal Jyothi College of Engg
FDP on Securities in Global Emergencies from 13.7.20 to 18.7.20 by Nehru College of Engg
FDP on Enriching research acumen from 25.7.20 to 29.7.20 by Christ college of Engg
International FDP on Linux Fundamentals with Cloud and Container Platform from 22.7.20 to 27.7.20 by Marian College, Kuttikkanam
FDP on Frontier Reserch areas in Computer Science and Engg. from 27.7.20 to 30.7.20 by Christ college of Engg
FDP on Research Trends And Challenges In Computer Science from 13-07-20 to 17-07-20 by Vidyavardhaka College Mysuru
Workshop on LaTex from 29.6.20 to 01.7.20 by AMC Engg College
FDP on Research Methodology and scientific writing from 29.6.20 to 01.7.20 by Sree Buddha College of Engg
Workshop on Outcome Based Education (OBE) In Higher Education Sector from 23.7.20 to 25.7.20 by Mar Baselios Institute of Technology and Science
Five day FDP on Java Programming from 24.2.2019 to 29.2.2019 by ICT academy and MBCET
"Advances in Machine Learning & Deep Learning" , 17 - 21 December 2018, Rajadhani Institute of Engineering and Technology , Thiruvananthapuram.
"Recent & Emerging Trends in Networks and Security", 23 - 27 April 2018, Mar Baselios College of Engineering and Technology, Thiruvananthapuram.
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