Our Faculty

Year : 2025

Cyber Threat Simulation and Forensic Investigation in IoT

Cite this Research Publication : P. Sai Keerthan Reddy, K. Ambica, K Geetha, G Saranya, Cyber Threat Simulation and Forensic Investigation in IoT, 2025 6th International Conference on Data Intelligence and Cognitive Informatics (ICDICI), IEEE, 2025, https://doi.org/10.1109/icdici66477.2025.11135156

Publisher : IEEE

Year : 2025

Ethereum Smart Contract Security: “Deep Learning Approaches for Vulnerability Detection”

Cite this Research Publication : Anshitha Prattipati, Chitra Harini, Laxmi Manogna V, G Saranya, Ethereum Smart Contract Security: "Deep Learning Approaches for Vulnerability Detection", 2025 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), IEEE, 2025, https://doi.org/10.1109/icscds65426.2025.11167498

Publisher : IEEE

Year : 2025

ULTRON: A Multi-Functional, Privacy-Centric Framework for Reconnaissance and Security Analysis on the Dark Web

Cite this Research Publication : R B Sujjanth, Thanusri V, Saranya G, ULTRON: A Multi-Functional, Privacy-Centric Framework for Reconnaissance and Security Analysis on the Dark Web, 2025 International Conference on Emerging Systems and Intelligent Computing (ESIC), IEEE, 2025, https://doi.org/10.1109/esic64052.2025.10962794

Publisher : IEEE

Year : 2025

Performance Paradox: Evaluating Machine Learning and Deep Learning Strategies for Enhanced Mobile Security

Cite this Research Publication : Kausal S D, Saranya G, Performance Paradox: Evaluating Machine Learning and Deep Learning Strategies for Enhanced Mobile Security, 2025 International Conference on Emerging Systems and Intelligent Computing (ESIC), IEEE, 2025, https://doi.org/10.1109/esic64052.2025.10962743

Publisher : IEEE

Year : 2024

Cookie Analysis Using Web Crawling and Web Scraping

Cite this Research Publication : Gowtham Pushkar Bhatraju, Chilakala Vikas, G Saranya, Cookie Analysis Using Web Crawling and Web Scraping, 2024 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence), IEEE, 2024, https://doi.org/10.1109/confluence60223.2024.10463260

Publisher : IEEE

Year : 2024

Optimizing Smart Contract Security: A Cost-Sensitive Graph Neural Network Approach for Vulnerability Detection

Cite this Research Publication : Aravind M, Saravanan R, Saranya G, Optimizing Smart Contract Security: A Cost-Sensitive Graph Neural Network Approach for Vulnerability Detection, 2024 International Conference on Electronic Systems and Intelligent Computing (ICESIC), IEEE, 2024, https://doi.org/10.1109/icesic61777.2024.10846442

Publisher : IEEE

Year : 2024

Banana Freshness Classification: A Deep Learning Approach with VGG16

Cite this Research Publication : Falguni Vasant Patre, Aditya Arya, G. Saranya, Banana Freshness Classification: A Deep Learning Approach with VGG16, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2024, https://doi.org/10.1007/978-981-97-7423-4_16

Publisher : Springer Nature Singapore

Year : 2024

From Novice to Ninja: Novice to Ninja’s Guide to CTF Domains

Cite this Research Publication : S. Nirmal, K. Dhanvinesh, G. Saranya, From Novice to Ninja: Novice to Ninja’s Guide to CTF Domains, 2024 11th International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, 2024, https://doi.org/10.23919/indiacom61295.2024.10498858

Publisher : IEEE

Year : 2024

From Pixels to Truth: Unveiling Deepfakes with a Meso-5 and XceptionNet Fusion Network

Cite this Research Publication : S. Abhinandhan, A. G. Sreedevi, G. Saranya, From Pixels to Truth: Unveiling Deepfakes with a Meso-5 and XceptionNet Fusion Network, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2024, https://doi.org/10.1007/978-981-97-7371-8_6

Publisher : Springer Nature Singapore

Year : 2023

IPL Data Analysis and Visualization for Team Selection and Profit Strategy

Cite this Research Publication : Saranya G, Aravind Swaminathan, Joel Benjamin J, Surendran R, Leema Nelson, IPL Data Analysis and Visualization for Team Selection and Profit Strategy, 2023 7th International Conference on Computing Methodologies and Communication (ICCMC), IEEE, 2023, https://doi.org/10.1109/iccmc56507.2023.10083736

Publisher : IEEE

Year : 2023

Improved Performance of Canny Edge Detection in Low-Light Conditions

Cite this Research Publication : Pradeep Surya Dadi, Saranya G, Tamilvizhi T, Leema Nelson, Surendran R, Improved Performance of Canny Edge Detection in Low-Light Conditions, 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS), IEEE, 2023, https://doi.org/10.1109/icais56108.2023.10073915

Publisher : IEEE

Year : 2023

Code Smell Detection Using a Weighted Cockroach Swarm Optimization Algorithm

Cite this Research Publication : G. Saranya, Dibyajyoti Mishra, Vojjala Srikar, Abhilash C, Saketh Dooda, Code Smell Detection Using a Weighted Cockroach Swarm Optimization Algorithm, 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2023, https://doi.org/10.1109/icccnt56998.2023.10306683

Publisher : IEEE

Year : 2023

Highest Accuracy Based Automated Depression Prediction Using Natural Language Processing

Cite this Research Publication : S. V. Tharun, G. Saranya, T. Tamilvizhi, R. Surendran, Highest Accuracy Based Automated Depression Prediction Using Natural Language Processing, Lecture Notes in Computer Science, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-44084-7_10

Publisher : Springer Nature Switzerland

Year : 2023

Exploring the Significance and Paradoxical Nature of the Zero Value in Mathematics Using Artificial Intelligence

Cite this Research Publication : Ishwarya K, Saranya G, Appathurai K, Surendran R, Exploring the Significance and Paradoxical Nature of the Zero Value in Mathematics Using Artificial Intelligence, 2023 4th International Conference on Smart Electronics and Communication (ICOSEC), IEEE, 2023, https://doi.org/10.1109/icosec58147.2023.10276215

Publisher : IEEE

Year : 2023

Speech Emotion Recognition with High Accuracy and Large Datasets using Convolutional Neural Networks

Cite this Research Publication : Saranya G, Tamilvizhi T, Tharun S V, Surendran R, Speech Emotion Recognition with High Accuracy and Large Datasets using Convolutional Neural Networks, 2023 8th International Conference on Communication and Electronics Systems (ICCES), IEEE, 2023, https://doi.org/10.1109/icces57224.2023.10192891

Publisher : IEEE

Year : 2022

Detection and Classification of Brain Tumor on MR Imaging using Deep Neural Network based VGG-19 Architecture

Cite this Research Publication : Saranya, G,&Venkateswaran H, (2022). Detection and Classification of Brain Tumor on MR Imaging using Deep Neural Network based VGG-19 Architecture. PERIODICO di MINERALOGIA, vol. 19, no. 4, pp.672-683

Year : 2018

Model Level Code Smell Detection Using EGAPSO Based on Similarity Measures

Cite this Research Publication : Saranya, G, Khanna Nehemiah, H & Kannan, A, (2018). Model Level Code Smell Detection Using EGAPSO Based on Similarity Measures, Alexandria Engineering Journal, Elsevier, vol.57, no.3, pp.1631-1642

Year : 2018

Prioritizing Code Smell Correction Task Using SPEA Algorithm

Cite this Research Publication : Saranya, G, Khanna Nehemiah, H & Kannan, A, (2018). Prioritizing Code Smell Correction Task Using SPEA Algorithm. Indian Journal of Science and Technology (IJST), vol. 11, no.20, pp.1-12. https://dx.doi.org/10.17485/ijst/2018/v11i20/122472

Year : 2018

Hybrid Particle Swarm Optimization with Mutation for Code Smell Detection

Cite this Research Publication : Saranya, G, Khanna Nehemiah, H & Kannan, A, (2018). Hybrid Particle Swarm Optimization with Mutation for Code Smell Detection, International Journal of Bio-inspired Computation(IJBIC), Inderscience Publishers, vol.12, no.13, pp.186-195

Year : 2015

Hybrid Algorithm for Clustering Gene Expression Data

Cite this Research Publication : Susmi, S. J., Nehemiah, H. K., Kannan, A., &Saranya, G. (2015). Hybrid Algorithm for Clustering Gene Expression Data. Research Journal of Applied Sciences, Engineering and Technology, 11(7), pp.692-700

Year : 2013

Analysis and Modeling of multivalued attributes in entity-relationship Modeling: An approach for improved database design

Cite this Research Publication : Vimala, S., Khanna Nehemiah, H., Saranya, G., & Kannan, A. (2013). Analysis and Modeling of multivalued attributes in entity-relationship Modeling: An approach for improved database design. Computer systems science and engineering, 28(4), pp.217-223.

Year :

Applying Game Theory to Restructure PL/SQL Code

Cite this Research Publication : Vimala, S., Nehemiah, H. K., Bhuvaneswaran, R. S., Saranya, G., & Kannan, A. (2012). Applying Game Theory to Restructure PL/SQL Code. International Journal of Soft Computing, 7(6), pp.264-270

Year :

Design Methodology for Relational Databases: Issues Related to Ternary Relationships in Entity-relationship Model and Higher Normal Forms

Cite this Research Publication : Vimala, S., Nehemiah, H. K., Bhuvaneswaran, R. S., &Saranya, G. (2013). Design Methodology for Relational Databases: Issues Related to Ternary Relationships in Entity-relationship Model and Higher Normal Forms. International Journal of Database Management Systems, 5(3), 15.

Year :

Detecting Shotgun Surgery Bad Smell using Similarity Measure Distribution Model

Cite this Research Publication : Saranya, G, Khanna Nehemiah, H, Kannan, A& Vimala, S 2016, ‘Detecting Shotgun Surgery Bad Smell using Similarity Measure Distribution Model’, Asian Journal of Information Technology, vol. 15, no. 17, pp. 3205-3216.

Year : 2021

Intelligent Indoor Navigation and Positioning System using Augmented Reality

Cite this Research Publication : “Intelligent Indoor Navigation and Positioning System using Augmented Reality”, Indian Patent published on 13-08-2021, Application Number 202141035168 A

Year : 2021

Skin Cancer (MELANOMA) Detection and Recommender System using Deep Learning

Cite this Research Publication : “Skin Cancer (MELANOMA) Detection and Recommender System using Deep Learning”, Indian Patent published on 1-08-2021, Application Number .202141034599 A.