CSE | Engineering Research & Publications – Dr.M.G.R. Educational and Research Institute

Research

The core idea of research in Computer Science and Engineering is to impart advance knowledge and understanding of existing computing systems, algorithms, and technologies. Computer Science research aims to solve complex problems which may involve interdisciplinary cross cutting concerns and aims to develop innovative software or embedded system solutions that may be acclaimed by the society and co-research communities. In doing so the department fulfills the ever changing human and industrial technological needs.

Thrust Areas of Research

Multimedia & Image Processing
Cryptography & Security
Artificial Intelligence & Machine Learning
Data Analytics
Edge Computing
Quantum Computing

The Department offers the following research programs both in Part Time and Full Time

Approved Supervisor

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Sl No	Guide Name	Designation	Specialisation	Phone Number	Email
1	Dr S Geetha	Professor and Head	Artificial Intelligence, Security, Big Data Analytics	9840059372	geethasoman@drmgrdu.ac.in
2	Dr V N Rajavarman	Professor	Data Analytics	6374590238	rajavarman.vn@drmgrdu.ac.in
3	Dr P S Rajakumar	Professor	Image Processing and Cyber Security	9677078250	suraarus@yahoo.com
4	Dr D Usha	Professor	Data Science, Big Data Analytics, Data Mining	9962597599	usha.cse@drmgrdu.ac.in
5	Dr T Kumanan	Professor	Machine Learning and Deep Learning	9042319539	kumanan.cse@drmgrdu.ac.in
6	Dr T V Ananthan	Professor	Networks	9444873731	tvananthan@drmgrdu.ac.in
7	Dr Dahlia Sam	Professor	Intelligent Transportation System, Machine Learning, Vehicular Communication	9444281880	dahliasam@drmgrdu.ac.in
8	Dr Victo Sudha George	Professor	Computational Intelligence, Image Processing and Network Security	8072746179	victosudhageorge@drmgrdu.ac.in
9	Dr S Ismail Kalilulah	Professor	Networks and Security	9940074605	ismailkalilulah.cse@drmgrdu.ac.in
10	Dr A R Arunachalam	Professor	Networks,Artificial Intelligence,IoT	9790965412	arunachalam.cse@drmgrdu.ac.in
11	Dr V Sai Shanmuga Raja	Professor	Artificial Intelligence	9566156157	saishanmugaraja.cse@drmgrdu.ac.in
12	Dr. Nagu chandra Sekhar Reddy	Professor	Image Processing	9000595422	nreddy28208@gmail.com
13	Dr. Kiruba Devi T	Associate Professor	Data science,IoT,Data Analytics	9789888694	kirubadevi.t@drmgrdu.ac.in
14	Dr Rameshbabu V	Professor	Image Processing, Data Science,MIOT,AI	7397304620	rameshbabu.cse@drmgrdu.ac.in
15	Dr F Antony Xavier Bronson	Associate Professor	Cloud Computing, Image Processing and AI	9841302602	antonyxavierbronson@gmail.com
16	Dr Bhuvaneswari M	Associate Professor	Bio Inspired Algorithm	9245232586	bhuvaneswari.odl@drmgrdu.ac.in
17	Dr. Kevin Andrews. S	Professor	Artificial Intelligence	9488007744	Kevin.mca@drmgrdu.ac.in
18	Dr.Josephine M S	Professor	Data science,IoT,Data Analytics	9840636843	josephine.mca@drmgrdu.ac.in
19	Dr.Arunachalam A R	Professor	Cloud Computing,Networks and Security	9790965412	arunachalam.cse@drmgrdu.ac.in
20	Dr.Kanya N	Professor	AI and Data Science	9884499949	Kanya.v@drmgrdu.ac.in
21	Dr.Prabhu T	Professor	Networks and Security	9840114199	prabhu.cse@drmgrdu.ac.in

Ph.D Completed Scholar List

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S.No	Name of the Scholar	Register Number	Date of Viva-Voce	Name of the Supervisor	Title of Thesis
2025 - 2026
1	Ms.Vidhya M	211063211004	10.10.2025	Dr.Dahlia Sam	A DEEP LEARNING FRAMEWORK TO DETECT THE RICE BLAST FUNGAL DISEASE USING FITNESS-BASED BILLIARDS INSPIRED RAT SWARM OPTIMISATION(FBRSO)
2	Mr.Arun Ganji	CS202D018	6.9.2025	DR.D.USHA	A NOVEL APPROACH FOR IDENTIFICATION OF METABOLIC HEALTH HAZARDS FROM ENDOCRINE DYSFUNCTION USING ADAPTIVE MOVING WINDOW REGRESSION AND FEDERATED LEARNING TECHNIQUES
3	Mr.Magesh S	211063211007	02.09.2025	Dr. P. S. Rajakumar	A TWO-PHASE DEEP LEARNING FRAMEWORK FOR FETAL HEALTH CLASSIFICATION USING ENSEMBLE ANN AND AUTOENCODER
4	Ms.vijayalakshmi V	211063211003	30.07.25	Dr.S.Ismail Kalilulah	A RESILIENT AI- DRIVEN BLOCK CHAIN FRAMEWORK FOR SECURE AND EFFICINT VANET COMMUNICATION
5	Mr.Srikanth R	CS202D017	18.07.2025	Dr.N.Kanya	SURVIVAL TIME PREDICTION OF GLIOBLASTOMA TUMOR USING MACHINE LEARNING WEIGHTED POOLING ALGORITHM
6	Mr.Bhraguram T M	CS202D013	16.07.2025	Dr. P. S. Rajakumar	INFORMATION MINING AND PROVIDING EVIDENCE DATA FOR THE DIGITAL CYBER FORENSIC INVESTIGATION USING CLOUD DATA
7	Mr.Rajiv K M	CS211D002	13.06.2025	Dr.V.N.Rajavarman	PREDICTION OF ALZHEIMER'S DISESE USING ALZHEIMER'S NEURAL NETWORK ALGORITHM(AZNNA) WITH MRI IMAGES
2024 - 2025
1	Ms. K. R. Rohini	CS202D019	16.05.2025	Dr. P. S. Rajakumar	IMPROVING THE PERFORMANCE OF DATA SHARING IN BLOCKCHAIN- DRIVEN DECENTRALIZED CONSENT MODEL USING SMART CONTRACT HEALTHCARE SYSTEM
2	Mrs. Bhuvana S	CS211D001	14.03.2025	Dr. S. Kevin Andrews	CLONING ATTACKS RECOGNITION AND CONSISTENCY ROUTING IN LARGE-SCALE MOBILE WIRELESS SENSOR NETWORK
3	Ms. Girija V	CS202D019	07.11.2024	Dr. G. Victo Sudha George	BLOCKCHAIN BASED ENCHANCED SECURED FRAMEWORK FOR SMART LOGISTICS
4	Mr. Amandeep Singh K	CS18D002	02.08.2024	Dr. T.V.Ananthan	ML TECHNIQUE FOR EFFICIENT RISK MANAGEMENT IN SOFTWARE PROJECT DEVELOPMENT
5	D S Soundararajan	CS192D004	21.06.2024	DR. T. V. ANANTHAN	LSTM BASED IDS WITH MODIFIED BLACK WIDOW OPTIMIZATION ALGORITHM (MBWOA) FOR ENHANCING NETWORK SECURITY
6	Dhanalakshmi G	CS201D011	03.07.2024	DR. VICTOSUDHA GEORGE	ENHANCED SECURED FRAMEWORK FOR ENSURING DATA SECURITY IN CLOUD BASED HEALTH CARE SYSTEM
7	Ms. Sangeetha V	CS202D023	14.12.2024	Dr. S. Kevin Andrews	AN INTEGRATED PSO-LSTM (PL) ALGORITHM FOR IMPROVING AIR TRAFFIC CONTROL AND MANAGEMENT
2023 -2024
1	Aiyshwariya Devi R	CS19D002	09.05.2024	DR. A. R. ARUNACHALAM	MULTIMODAL MALWARE DETECTION AND PREVENTION FOR IOT DEVICE SECURITY USING IMPROVED ELLIPTIC CRYPTOGRAPHIC ALGORITHM AND DEEP LONG SHORT TERM MEMORY FRAMEWORK
2	Lakkala Jayasree	CS201D002	17.05.2024	DR. D.USHA	CARDIOVASCULAR DISEASE AND STROKE PREDICTION USING OPTIMIZED PROGRESSIVE DROPOUT DENSE NETWORK
3	Sabeena Gnana Selvi G	CS16D002	28.07.2023	Dr T V Ananthan	Secured Packet Transmission Using Hasme In Manet Against Black And Gray Hole Attacks.
2022 - 2023
1	Niveditha V R	CS18D004	20.03.2023	DR.T.V.Ananthan	Detection Of Malware Attacks In Smartphones Using Enhanced Svm And Cnn.
2	Sudha K	CS17D001	17.03.2023	DR.T.V.Ananthan	An Innovative Approach Of Effective Network Based Intrusion Detection System Using Supervised Learning Algorithm.
3	Venkatarathinam R	CS12D004	10.06.2022	Dr. V. Cyrilraj	Design and analysis of optimal feature selection algorithm using machine learning methods for intrusion detection system
4	Illamchezhain J	CS15D003	30.11.2022	Dr. V. Cyril Raj	Design and analysis of profound frequent itemset mining algorithm on big data
2021 - 2022
1	Jambulingam L	CS16D003	03.02.2022	Dr. T. V. Ananathan	Adaptive and skip level methodologies for integrity checking in cloud using enhanced dynamic hash tree of "n" versions and hybrid enhanced dynamis hash tree
2	Abey Jacob	CS12D002	01.11.2021	Dr.V.Cyril Raj	DESIGN AND ANALYSIS OF PERFORMANCE ENHANCEMENT OF HPC PRIVATE CLOUD USING DEBUGGING AND ANALYSIS TOOL
3	Almas Begum	CS11D001	26.11.2021	Dr.V.Cyril Raj	DESIGN OF SOFTWARE ARCHITECTURE ANALYSIS METHOD FOR MOBILE APPLICATION DEVELOPMENT
2020- 2021
1	Rajalakshmi R	CS14D007	27.10.2020	Dr.T.V.Ananthan	ENERGY EFFICIENCY THROUGH HYBRID CLUSTERING APPROACH IN WIRELESS SENSOR NETWORKS
2	Clara Shanthi G	CS15D002	20.4.2021	Dr.V.Cyril Raj	AN EFFICIENT IMAGE FORGERY DETECTION METHOD BASED ON HYBRID FEATURE EXTRACTION USING MULTICLASS SUPPORT VECTOR MACHINE
2019 - 2020
1	Kamalraj .T	CS13D001	06.09.2019	Dr.T.V.Ananthan	DEVELOPMENT OF CLUSTER ROUTING PROTOCOL FOR POWER CONSUMPTIONIN WSN USING eE-CAS
2018 - 2019
1	Jeyabalan S	CS14D006	20.11.2018	Dr.V.Cyril Raj	AN EFFICIENT COMPUTATIONAL MODEL FOR ANALYZING CELL SIGNALING PATHWAYS USING INTELLIGENT TECHNIQUES

The research programs focus on the following broad areas:

Artificial Intelligence & Machine Learning (AI & ML): Research in AI & ML focuses on creating intelligent machines that can perform tasks that typically require human intelligence. Subfields include machine learning, natural language processing, computer vision, robotics, and AI ethics.
Data Science & Big Data Analytics: Research in this field deals with extracting insights, patterns, and knowledge from large and complex datasets. Research involves developing algorithms, statistical models, and visualization techniques to analyze data effectively.
Image Processing & Computer Vision: Image Processing & Computer vision research aims to enable computers to understand and interpret visual information from images or videos. It involves developing algorithms for object recognition, image segmentation, tracking, and image synthesis.
IoT & Human-Computer Interaction (HCI): IoT & HCI research focuses on designing and improving interactive systems to enhance user experience and leveraging the interconnectedness of devices and sensors to create intelligent and pervasive systems. It involves studying machine behavior, sensors & actuators, user behavior, usability testing, interface design, and the development of novel interaction techniques.
Cryptography & Security: Research in this area focuses on developing secure systems and algorithms to protect sensitive information from unauthorized access. Topics include encryption, authentication, secure protocols, network security, and privacy-preserving techniques.
Software Engineering in Cloud Computing: Research in this field focuses on improving the process of software development in cloud space. Research in software engineering in cloud includes areas such as enhancing the efficiency, scalability, and reliability of cloud-based systems, software testing, requirements engineering, software architecture, software maintenance, and empirical studies of software development practices in cloud.
Computer Networks and Distributed Systems: Research in this area deals with designing and optimizing computer networks and distributed systems. Research topics included in this field are network protocols, routing algorithms, network performance analysis, cloud computing, and peer-to-peer networks.
Algorithms and Complexity Theory: This field involves the study of efficient algorithms for solving computational problems and analyzing their complexity. Research topics in this field include algorithm design and analysis, approximation algorithms, computational complexity, and algorithmic game theory.
Computer Graphics and Visualization: This research area focuses on generating and manipulating visual content using computer algorithms. Active research involves rendering techniques, geometric modeling, virtual reality, augmented reality, and scientific visualization.
Bioinformatics: Bioinformatics combines biology, computer science, and statistics to analyze and interpret biological data. Active research areas include genomics, proteomics, sequence analysis and drug discovery.

The department strives to offer a distinctive environment for the pursuit and expansion of knowledge. Research knowledge dissemination within the department is taking place by means of Research Seminar by Research Scholars, discussing a trending research paper in Journal Club/Research Council meeting. Apart from research activity the department organizes a series of quality workshops, seminars, national / international conferences and symposiums every year.

Projects

Funded research projects in Computer Science and Engineering domain bring a salient opportunity for learning and demonstrating the expertise of the faculty members in developing cutting edge best fitted solution for real world industrial and societal problems. It also gives an opportunity to the research scholars to work with their supervisors on their research problems. The department motivates all the B.Tech. and M.Tech. students to publish their project work as research paper in reputed journal at the final semester thus promoting and keeping the Research Ambience in its healthy state.

Publications

Journal Publications

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Conference Publications

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Books

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Dr.V.N.Rajavarman, Dr. T.V.Ananthan, Mr. Anup Ritti, (2023) " The Future of Human Computer Interaction”, Jupiter Publication Consortium, ISBN No: 978-93-92090-25-7
Dr.G.Soniya Priyatharsini ,(2023)"Artificial Intelligence & Machine Learning-Applications"Indo Continental Academic Publishers, India, IBSN NO: 978-81-960146-9-8
Dr.S.Geetha, Dr.P.S.Rajakaumar (2022)"Understanding Data science "Jupiter Publications Consortium, India, IBSN NO: 978-93-91303-35
Dr.V.Rameshbabu, (2022)" Machine Learning"Jupiter Publications Consortium, IBSN NO: 978-93-91303-37-2
Dr.G.Sonia Priyatharsini,(2022),"Cloud Computing for Begineers",GCS Publications, IBSN NO: 978-93-94304-26-0
Dr.G.Sonia Priyatharsini,(2022),"Web Technology for Beginners",Notion Publications, IBSN NO: 978-93-94304-26-2
Dr.D.Usha,(2022),"Fundamentals of DataScience",Notion Publications, IBSN NO: 978-81-947070-6-7
Dr.V.N.Rajavarman, Dr.S.Kevin Andrews, Dr.S.Ismail Kalilulah,(2021),"Big Data Analytics",Jupiter Publications Consortium, IBSN NO: 978-93-91303-15-0
Dr. N. Kanya, Dr. S Geetha, Dr. Rajakumar, & Dr. Dahlia Sam,(2021),"Essentials of Database Management Systems",NOVO Publications, IBSN NO: 978-93-88568-23-4
Ms.V.R.Nivedhita, Dr.T.V.Ananthan, Dr.D.Usha, Ms.T.Yuvarani,(2020)"Cyber Security & Forensics",Magestic Technology Solutions Pvt.Ltd., IBSN NO: 978-81-947070-6-6,
Ms.V.R.Nivedhita, Dr.S.Geetha, Mr.Amandeep Singh.K, Dr.T.V.Ananthan, (2020),"Rudiments of Internet of Things" Magestic Technology Solutions Pvt.Ltd. IBSN NO: 978-81-947070-0-4,
Ms.V.R.Nivedhita,(2020),"Blockchain Technology" Magestic Technology Solutions Pvt.Ltd., IBSN NO: 978-81-947070-5-9
Ms.S.Amudha, Ms.Nivedhitha, Dr.P.S.Rajakumar,(2020),"Environmental Science and Engineering" Jupiter Publications Consortium, IBSN NO: 978-93-86388-36-0
Ms.V.R.Nivedhita, Dr.T.V.Ananthan,(2020),"Mobile Security", Jupiter Publications Consortium, IBSN NO: 978-93-86388-37-7.