Modern Higher Education System with Blockchain-based Infrastructure Focusing on Improving the Efficacy of Financial Operations Blockchain and AI in Shaping the Modern Education System, 2025
Integrating ELA and CNN for Image Manipulation Detection M.R. Senkumar, C. Priya, S.M.Haji Nishath, I.Sheik Arafat, R. Premkumar, S. Karthiyayini Proceedings of the 6th International Conference on Smart Electronics and Communication Icosec 2025, 2025 In the era of digital media, image manipulation poses significant threats to authenticity and trust across domains such as journalism, law enforcement, and social media. This study introduces an innovative approach for detecting tampered images through the integration of Error Level Analysis (ELA) and Convolutional Neural Networks (CNNs) utilising deep learning techniques. ELA preprocessing enhances detection by revealing compression inconsistencies, enabling the CNN to learn tampering-specific patterns. The model underwent training and validation utilising the CASIA1 dataset, achieving strong performance in accuracy, precision, and recall. Compared to traditional architectures like ResNet and VGG-16, the custom CNN integrated with ELA demonstrated superior results in detecting subtle manipulations. While the method shows high reliability, limitations include its binary classification nature and dependence on dataset diversity. Future work will explore multi-class classification and localization. Overall, this approach highlights the potential of blending traditional digital forensic techniques with modern deep learning methods to improve image forgery detection.
Design and Implementation of the Distributed Dosimetric System Based on the Principles of IoT C. Priya Next Generation Innovation in Iot and Cloud Computing with Applications, 2024 This chapter describes the architecture and components of the distributed information and management system for collecting, processing, storing, and distributing data on a radiometric and dosimetric experiment using the principle of the Internet of Things. Data exchange between elements in the system, as well as the analysis of the received information, involves active application of the ThingSpeak cloud service. Two-way communication with the cloud with a 15-second loop has been implemented. Data are processed in the MATLAB (America) environment, integrated into the cloud. The developed hardware and software solutions demonstrate an increased accuracy of measurements due to the use of promising cadmium telluride (CdZnTe) detectors, modern microcontroller and micro communication technology, and a new algorithm for correcting the dependence of detector sensitivity on radiation energy. Measurement with correction by the method of average charge pulse amplitude is carried out in the energy range of 60 keV to 3 MeV. The resolution of the spectrometric channel is 6.5% at the peak of 662 keV of full absorption from the reference source, cesium (Сs-137). The module for a laboratory sensor network, designed to measure the dose of ionizing radiation, has a built-in spectrometric analog–digital converter, microcontroller control, and a communication unit. Constructing the diagrams demonstrates the operation of the interrupt handler in the form of a series of events occurring when requests arrive from a web server. The peculiarity of the system is the absence of intermediate devices that make it possible to establish a connection with the Internet. The developed system, equipment, algorithms, and programs are used for experimental studies of radiation and nuclear-physical processes. Elements of the system were useful for remote laboratory work by students.
Deep Fuzzy Clustering and Deep Residual Network for Prediction of Web Pages from Weblog Data with Fractional Order Based Ranking P. G. Om Prakash, K. Suresh Kumar, Balajee Maram, C. Priya International Journal of Uncertainty Fuzziness and Knowledge Based Systems, 2023 Web page recommendation system has attracted more attention in recent decades. The web page recommendation has various characteristics than the classical recommenders. It is the process of predicting the request of the next web page that users are significantly interested while searching the web. It helps the users to find relevant pages in the field of web mining. In particular, web user may spend more time to identify expected information. To understand behavior of users and to visit the page based on their interest at a specific time, an effective web page recommendation method is developed by developed Multi-Verse Sailfish Optimization (MVSFO)-based Deep Residual network. Accordingly, proposed MVSFO is derived by the integration of Multi-Verse Optimizer (MVO) and Sailfish Optimizer (SFO), respectively. Here, the process of recommendation is carried out using weblog data and the web page image. The sequential patterns are acquired from weblog data, and the patterns are grouped with Deep fuzzy clustering based on cosine similarity. The matching process among test pattern and sequential patterns are made using Canberra distance. Here, the recommended web pages obtained from the weblog data and pages obtained from web pages image using the Deep Residual network are enable to generate the output using fractional order-based ranking. The developed scheme attained more effectiveness by the measures, such as F-measure, precision, and recall as 85.30%, 86.59%, and 86.04%, respectively for MSNBC dataset.
Blockchain Based UPI Technology for Secured Peer-to-Peer Cryptocurrency Transactions Neethu Tressa, C. Priya 2023 Global Conference on Information Technologies and Communications Gcitc 2023, 2023 Today, the world is highly depended on Unified Payments Interface (UPI) system for all kind of financial transactions. Whether Banks or people, everyone relies on UPI transactions for personal or commercial purposes. Since it provides a simple interface with round the clock availability, the financial activities became easier and faster. But the security concerns are still there, for which continuous research processes are carried on all around the world. In the context of UPI system, the information security needs to be assured both during storage and transit. For providing security in information storage and data transfer, the best solution till now is Blockchain Technology enabled Smart Banking systems. The decentralized feature and use of smart contracts of Blockchain will help the transactions to be immutable, more secured and distributed. The usage of high degree cryptographic encryptions and usage of appropriate consensus algorithms can make the data purely tamper proof. This paper describes the features that should be possessed by a Blockchain technology enabled UPI system that will help to have high security for all the financial activities and transactions.
A Detailed Review of IoT with Various Applications Using Recent Research Directions A. Vidhyalakshmi, C. Priya Internet of Things Technological Advances and New Applications, 2023 Internet of Things (IoT) is a very unique platform that is getting very popular day by day. The reason for this to happen is the advancement in technology and its ability to get linked to everything. This feature of getting linked has in itself provided multiple opportunities and a vast scope of development. The fact that technology in various fields has evolved through the years is the reason why we observe a rapid change in the shape, size, and capacity of various instruments, components, and the products used in daily life. And, this benefit of simplified technology, when accompanied by a platform like IoT, eases work as well as benefits both the manufacturer and the end user. The IoT gives us an opportunity to construct effective administrations, applications for manufacturing, lifesaving solutions, proper cultivation, and more. Thus, IoT is paving the way for new dimensions of research to be carried out. Various studies and research also signify the need to have more focus on the term IoT. Hence, IoT is also supposed to be the future Internet in the upcoming years. This 332paper presents the recent development of IoT technologies and discusses about ThingSpeak and its connectivity with IoT. The detailed explanation about the origin and existence of IoT has been discussed further in the paper. This paper would help the readers and researcher to understand the IoT and its applicability to the real world.
ECG Monitoring System using IoT for Health Care Applications K. Vijaipriya, C. Priya, Siji Sivanandan, R. Krishnaswamy Proceedings of the 2023 2nd International Conference on Augmented Intelligence and Sustainable Systems Icaiss 2023, 2023 The ECG monitoring system is an innovative method of heart health monitoring that makes use of the Internet of Things for healthcare purposes. With the use of Raspberry Pi, an electrocardiogram (ECG) sensor, and a cloud server, this system can monitor a patient's heart rate in real time and indefinitely, which has several benefits for both the patient and the doctor. Using the IoT, the ECG sensor can communicate to the cloud storage directly. The patient's electrical heart activity is monitored by use of an ECG sensor. After that, the sensor's output data is sent to the cloud server through Raspberry Pi, which operates as a connection between the sensor and the cloud server. Analyzing and evaluating ECG data in real time through cloud servers using advanced methods. The approaches are sensitive and accurate sufficient to detect cardiac irregularities such arrhythmias. When anomalies are detected, the system immediately generates realtime alerts to healthcare professionals. Instant alerts allow for prompt medical treatment, which improves patient outcomes and decreases the potential of catastrophic events. The cloud server provides a store for patient data and will enable doctors to access it from anywhere. In healthcare settings, this system's ability to identify cardiac problems early improves patient care and promotes preventative approaches to controlling heart health.
Smart IoT Solutions for Personalized Health: MQTT- Based Blood Pressure Monitoring System Pradeepa H, C. Priya, Saravanan G, R. Thenmozhi, C. Srinivasan 7th International Conference on Electronics Communication and Aerospace Technology Iceca 2023 Proceedings, 2023 Healthcare awareness can be achieved via remote monitoring of vital signs using Internet of Things (IoT) technology. The proposed system aims to monitor blood pressure and other important signs with the help of the MQTT (Message Queuing Telemetry Transport) protocol. The main objective of the blood pressure monitor is to increase health awareness through real-time warnings for high and low blood pressure. The device has sensors that can measure blood pressure quickly and accurately. Using IoT technology, the monitor may send this information wirelessly to a central server where it can be processed and analyzed. MQTT is the protocol for two-way communication between the blood pressure monitor and the main server. When a measurement is taken, it is compared to a set of medically recognized and individually adjusted threshold values to determine whether or not an individual has high or low blood pressure. IoT devices get notifications whenever blood pressure measurements exceed predetermined limits. After receiving these notifications, a device can communicate them to the user interface, such as a web application. This wireless IoT blood-pressure monitor improves health awareness by warning users of unhealthy blood pressure levels. Alerts allow users to contact medical help, modify medication, or adapt their lifestyle to maintain ideal blood pressure.
Data Integration with XML ETL Processing G. Jayashree, Dr. C. Priya 2020 International Conference on Computer Science Engineering and Applications Iccsea 2020, 2020
Design of visibility for order lifecycle using datawarehouse Research Scholar, Department of Computer Science, School of Computing Sciences, VELS Institute of Science, Technology, Advanced Studies (VISTAS), Chennai, India, G. Jayashree*, Dr. C. Priya, Research Supervisor, Department of Information Technology, School of Computing Sciences, VELS Institute of Science, Technology, Advanced Studies (VISTAS), Chennai, India International Journal of Engineering and Advanced Technology, 2019
Fault detection enabled optimal of vehicle alert and routing problem using hybrid KP-OACO algorithm for balancing load in cloud computing International Journal of Engineering and Advanced Technology, 2019
A survey on fault detection enabled optimal load balancing technique by efficient utilization of VM in cloud computing International Journal of Innovative Technology and Exploring Engineering, 2019
A study on supervised learning in medical image gradingusing IoT International Journal of Recent Technology and Engineering, 2019
Trusted cloud computing platform in IaaS for closed box execution environment to VM Journal of Advanced Research in Dynamical and Control Systems, 2018
TaaS: Trust management model for cloud-based on QOS Journal of Advanced Research in Dynamical and Control Systems, 2017
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A BLOCKCHAIN-BASED SCALABLE AND SECURE FRAMEWORK FOR PERFORMANCE ANALYSIS AND OPTIMIZATION OF UNIFIED PAYMENT INTERFACE (UPI) TRANSACTIONS USING HYPERLEDGER FABRIC N Tressa, C Priya Advanced Engineering Sciences 58 (1), 1662-1680 , 2026 2026
EARLY DETECTION AND PREDICTION OF DISEASE SILKWORM COCOON USING CNN TECHNIQUES R Barkur, P Thomas, JC Mathew, N Tressa, C Priya Advanced Engineering Sciences 58 (1), 529-537 , 2026 2026
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Swertiamarin Attenuates Acrylamide-Induced Neurotoxicity in Zebrafish: Imaging and Mechanistic Insights Via Nrf-2/HO-1 Signalling Pathway M Wahengbam, SS Sreedhar P, C Priya, SS Pitta, S Navaneethan, ... Journal of Pharmaceutical Innovation 21 (1), 58 , 2026 2026
Jaundice effects from tattoos using machine learning techniques M Gajalakshmi, C Priya AIP Conference Proceedings 3345 (1), 020357 , 2026 2026
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Amazon Alexa Sentiment Analysis using Optimized CNN-BiLSTM Deep Learning Model with Advanced Word Embeddings K Kartheeban, N Dhanabalan, D Kalpanadevi, C Priya 2025 3rd International Conference on Intelligent Cyber Physical Systems and … , 2025 2025 Citations: 1
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Modern Higher Education System with Blockchain-based Infrastructure Focusing on Improving the Efficacy of Financial Operations N Tressa, C Priya Blockchain and AI in Shaping the Modern Education System, 257-273 , 2025 2025
Design of a Compact Vivaldi Antenna for Wearable Tactical Applications M Benisha, C Priya, T Annalakshmi, K Duraisamy, RDH Devi, ... Sumy State University , 2025 2025
Low-Profile Tapered Slot Antenna for Wearable Military Applications M Benisha, C Priya, T Annalakshmi, K Duraisamy, RDH Devi, ... Sumy State University , 2025 2025
Hybrid Cuckoo Search with Fuzzy Algorithm to Improve the Wireless Network System C Priya, CS Ranganathan, RK Vanakamamidi, S Dhanalakshmi, ... 2024 Second International Conference on Microwave, Antenna and Communication … , 2024 2024 Citations: 5
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Predicting Chronic Liver Disease and Jaundice Detection an Integrated Approach Using Statistical Feature Extraction and Machine Learning Algorithms M Gajalakshmi, C Priya South Eastern European Journal of Public Health , 2024 2024 Citations: 1
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Blockchain Based UPI Technology for Secured Peer-to-Peer Cryptocurrency Transactions N Tressa, C Priya 2023 Global Conference on Information Technologies and Communications (GCITC … , 2023 2023 Citations: 10
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A Detailed Review of IoT with Various Applications Using Recent Research Directions A Vidhyalakshmi, C Priya Internet of Things, 331-356 , 2023 2023
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MOST CITED SCHOLAR PUBLICATIONS
Deep neural network based Rider-Cuckoo Search Algorithm for plant disease detection. R Cristin, BS Kumar, C Priya, K Karthick Artificial intelligence review 53 (7), 4993 , 2020 2020 Citations: 122
WITHDRAWN: Blockchain-based security & privacy for biomedical and healthcare information exchange systems M Soni, DK Singh Materials Today: Proceedings , 2021 2021 Citations: 79
Smart IoT solutions for personalized health: MQTT-based blood pressure monitoring system H Pradeepa, C Priya, G Saravanan, R Thenmozhi, C Srinivasan 2023 7th International Conference on Electronics, Communication and … , 2023 2023 Citations: 51
An ultra-low-power static random-access memory cell using tunneling field effect transistor N Arunkumar, S Dhanasekar International Journal of Engineering 33 (11), 2215-2221 , 2020 2020 Citations: 30
An area efficient FFT processor using modified compressor adder based Vedic multiplier S Dhanasekar, PM Bruntha, LJ Ahmed, G Valarmathi, V Govindaraj, ... 2022 6th international conference on devices, circuits and systems (ICDCS … , 2022 2022 Citations: 26
Robust and secure video watermarking based on cellular automata and singular value decomposition for copyright protection C Priya, C Ramya Circuits, Systems, and Signal Processing 40 (5), 2464-2493 , 2021 2021 Citations: 20
An area effective OFDM transceiver system with multi-radix FFT/IFFT algorithm for wireless applications S Dhanasekar, PM Bruntha, TM Neebha, N Arunkumar, N Senathipathi, ... 2021 7th International Conference on Advanced Computing and Communication … , 2021 2021 Citations: 19
Towards smart city through virtualized and computerized car parking system using arduino in the internet of things M Kannan, LW Mary, C Priya, R Manikandan 2020 International Conference on Computer Science, Engineering and … , 2020 2020 Citations: 16
Comprehensive guide to implementation of data warehouse in education G Jayashree, C Priya Intelligent Computing and Innovation on Data Science: Proceedings of ICTIDS … , 2021 2021 Citations: 14
Medical big data mining and processing in e-health care A Vidhyalakshmi, C Priya An industrial IoT approach for pharmaceutical industry growth, 1-30 , 2020 2020 Citations: 14
Trust aware clustering based secure routing techniques in wireless sensor network D Hemanand, P Sridhar, C Priya, PJ Sathish Kumar Journal of Intelligent & Fuzzy Systems 44 (5), 8785-8800 , 2023 2023 Citations: 13
A COMPARATIVE ANALYSIS OF DES, AES AND RSA CRYPT ALGORITHMS FOR NETWORK SECURITY IN CLOUD COMPUTING SVS M. KANNAN, Dr. C. Priya Journal of Emerging Technologies and Innovative Research 6 (03), 574-582 , 2019 2019 Citations: 13
Enabling the efficiency of blockchain technology in tele-healthcare with enhanced EMR C Priya 2020 International Conference on Computer Science, Engineering and … , 2020 2020 Citations: 12
Data integration with xml etl processing G Jayashree, C Priya 2020 International Conference on Computer Science, Engineering and … , 2020 2020 Citations: 11
Blockchain Based UPI Technology for Secured Peer-to-Peer Cryptocurrency Transactions N Tressa, C Priya 2023 Global Conference on Information Technologies and Communications (GCITC … , 2023 2023 Citations: 10
Blockchain-based security & privacy for biomedical and healthcare information exchange systems DCP Sheela.K Materials Today Proceedings , 2021 2021 Citations: 10
Design of Visibility for Order Lifecycle using Datawarehouse DCP G. Jayashree International Journal of Engineering and Advanced Technology (IJEAT) 8 (6 … , 2019 2019 Citations: 10
One touch alarm for women’s safety using arduino C Priya, C Ramya, D Befy, G Harini, S Shilpa, B Sivanikiruthiga International Journal of Innovative Technology and Exploring Engineering … , 2019 2019 Citations: 9
An efficient method for secure image compression C Priya, C Ramya, RV Agashthiya, R Hema, G Mythily, VP Preethi Int. J. Innov. Technol. Explor. Eng 8 (6), 266-270 , 2019 2019 Citations: 9
Temperature based hand sanitizer dispenser integrated by IoT for industry 4.0 S Dhanasekar, V Govindaraj, PM Brutha, LJ Ahmed, C Priya, ... 2023 2nd International conference on advancements in electrical, electronics … , 2023 2023 Citations: 8
