RESEARCH

The search for knowledge is closely linked to the object of study; that is, to the reconstruction of the facts that will provide an explanation to an observed event and that at first sight can be considered as a problem. It is very human to seek answers and satisfy our curiosity. 

 

S.NoName of the Supervisor, DesignationNo. of Scholars ApprovedArea of ResearchPart time Scholars
registered
Full time Scholars
registered
1Dr.Rajeswari Mukesh (Professor, HOD/IT)8Network Security10
2Dr.R.Kavitha (Associate Professor)6Data Mining, Deep Learning12
3Dr.B.Dwarakanath (Associate Professor)6Machine Learning10
4Dr.M.Latha (Associate Professor)6Medical Image Processing20
5Dr.P.Santhosh Kumar (Associate Professor)6Cloud Computing00
6Dr.R.Mythili (Assistant Professor)4Information Security, Block Chain Technology11
7Dr.R.M.Rani4Data Mining00
8Dr.R.Deeptha4Network Security, Deep Learning20
Title of PaperName of the Author/sName of JournalYear of Publication
Harnessing Machine Vision Algorithms to Direct Car‐T Cell Navi‐ gation Across Complex Tumor Landscapes in Next‐Generation Im‐ munotherapyDr. R. MythiliNeuroinformaticsNov 2025
A dual deep learning framework using MaskShiftNet and transformer-augmented CNNs for oral cancer diagnosis from histopathology imagesK DANESHBulletin of Electrical Engineering and InformaticsOct 2025
A Novel EEG Based Alzheimers Classification Framework Using Multistage Feature Fusion and
Domain Adaptation
Dr.M.LathaComputer Methods in Biomechanics and Biomedical
Engineering
Jul 2025
Optimized deep learning ensemble for accurate oral cancer detection using CNNs and metaheuristic tuningK DANESHExpert Systems with ApplicationsJune 2025
Deep Learning Modified Reinforcement Learning with Virtual Machine Consolidation for Energy- Efficient Resource Allocation in Cloud ComputingDr.RM.RaniExpert SystemsJune 2025
Public Decision-Making Analysis in Urban Heat Islands Based on Socioeconomic Modelling by Deep Learning TechniquesDr.R KIRUTHIGHARemote Sensing in Earth Systems Sciences Springer NatureMay-25
Levy Flight-Based Bee Swarm Optimized Optimal Transmission Sequence for PAPR Reduction in 5G NOMA SystemsDr.M.LathaJournal of Electrical Engineering and TechnologyApr-25
Enhanced Channel Estimation Using Dilated Convolutional LSTM in CRN‐IoT SystemsDr.K DANESHInternational Journal of Communication SystemsApr-25
Advancing cardiovascular risk prediction: A fusion of SVM models with fuzzy logic and the Sugeno integralDr.R.KavithaBiomedical Signal Processing and ControlMar-25
Enhancing Coverage and Efficiency in Wireless Sensor Networks Using Bio-Inspired Improved Moth-Flame Optimization (IMFO) TechniqueDr. R. Deeptha, Mrs. S. Rama,
Dr. G. Rajalakshmi
Journal of Information Systems Engineering and ManagementMar-25
Dynamic feature selection and quantum representation for precise heart disease prediction: Quantum- HeartDiseaseNet approachDr.R.KavithaComputer Methods in Biomechanics and Biomedical EngineeringFeb-25
DCNN-SBiL: EEG signal based mild cognitive impairment classification using compact convolutional networkDr.M.LathaExpert Systems with ApplicationsFeb-25
Radial basis function networks with lightweight multiscale fusion strategy- based underwater image enhancementDr. R. Mythili,
Dr. B. Sathyabama,        Dr.
P. Santhosh Kumar
Expert SystemsFeb-25
Recognition of American sign language using modifed deep residual CNN with modifed canny edge segmentationDr. P. Santhosh KumarMultimedia Tools and ApplicationsFeb-25
CDCG-UNet: Chaotic Optimization Assisted Brain Tumor Segmentation Based on Dilated Channel Gate Attention U-Net ModelDr B DwarakanathNeuroinformaticsJan-25
Glioma segmentation using hybrid filter and modified African vulture optimizationDr B DwarakanathBulletin of Electrical Engineering and InformaticsJan-25
2ERNN: Elman Residual Recurrent Neural Network for Spectrum Sensing in the Cognitive Radio NetworkDR.K DANESHTraitement du SignalJan-25
Machine Learning Based Precision
Agriculture using Ensemble Classification with
TPE Model
Dr.M.LathaJournal of Machine and Computing2024-25
Analysis on quantum reinforcement learning algorithms for prediction of protein sequenceS.SubburajOptical and Quantum Electronics2024-25
ACSICS: Deep Learning Modified Reinforcement Learning with Virtual Machine Consolidation for Energy-Efficient Resource Allocation in Cloud ComputingDr.RM.RaniInternational Journal of  Cooperative Information Systems2024-25
Deep learning for multi‐grade brain tumor detection and classifcation: a prospective surveyDr.B.DwarakanathMultimedia Tools and Applications2024-25
An Evolutionary computation based Federated Learning for Host Intrusion Detection in Real-Time Traffic AnalysisDr. B. Dwarakanath and Dr. P.Santhosh KumarWireless Personal Computation2024-25
Enabling Metaheuristics with Deep Learning based Resource Allocation in Unmanned Aerial Vehicles Wireless NetworksDr.R.KavithaJournal of Intelligent Systems and  Internet of Things2024-25
Accurate artificial intelligence method for abnormality detection of CT liver imagesDr.RM.Rani, Dr.B.DwarakanathJournal of Intelligent & Fuzzy  Systems2024-25
MINING DEVIATION WITH MACHINE LEARNING TECHNIQUES IN EVENT LOGS WITH AN ENCODING ALGORITHMS.Subburajjournal of Theoretical and Applied Information Technology2024-25
Hybrid model for brain tumor detection using convolution neural networksDr.B.DwarakanathIndonesian Journal of Electrical Engineering and Computer Science2024-25
Automated Detection of Cyber Security Intrusions in Healthcare Systems Using Several ApproachesDr. R. DeepthaINTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATION ENGINEERING2024-25
An Efficient Ranking Based Binary Salp Swarm Optimization For Feature Selection in High Dimensional DatasetsDr. R. MythiliMeasurement: Sensors2024-25
Revolutionizing breast ultrasound diagnostics with EfficientNet-B7 and Explainable AIDr. Latha M
Dr. P. Santhosh Kumar
BMC Medical Imaging2024-25
Intruder identification using feed forward encasement-based parameters for cybersecurity along with IoT devicesMr. R. SudharsananMeasurement: Sensors2024-25
Enhancing image-based diagnosis
of gastrointestinal tract diseases through
deep learning with EfficientNet and advanced
data augmentation techniques
Dr. R.MythiliBMC Medical Imaging2024-25
Blockchain-Based Framework for Secure Healthcare Data Exchange and Patient Privacy ProtectionDr. R.MythiliFrontiers in Health Informatics2024-25
Enhancing Diagnostic Accuracy: An AI- Powered Framework for Simultaneous Tumor Detection and Facial Recognition using Data Analytics and VisualizationDr. P. Santhosh KumarFrontiers in Health Informatics2024-25
View of Time Patient Monitoring Through Edge Computing_ An IoT-Based Healthcare ArchitectureDr.R.KavithaFrontiers in Health Informatics2024-25
Oral cancer segmentation and identification system based on histophathological images using Mask mean shift CNN and SV Onion netDr.K.DaneshInteligence based medicine , ELSEVIER2024-25
Hybridization of Machine Learning Models for Alzheimers Disease ClassificationDr.M.LathaJournal of Machine and Computing2024-25
Underwater wireless sensor nodes for ecosystem monitoring applications using two- layer binary traversal based optimal image compression techniqueDr.K.DaneshIndian Journal of Engineering & Materials Sciences2024-25
Levy Flight-Based Bee Swarm Optimized Optimal Transmission Sequence for PAPR Reduction in 5G NOMA SystemsDr.M.LathaJournal of Electrical Engineering and Technology2024-25
Public decision making analysis in urban heat ilands based on socioeconomic modelling by deep earning techniquesDr. R. KiruthighaRemote Sensing in earth sciences2024-25
Energy Aware Multi- Modal Homomorphic Security Mechanism for Small Scale Private Cloud SystemsDr.Rajeswari MukeshInternational Journal of Intelligent Systems and Applications in Engineering2023-24
DIWGAN Optimized with Namib Beetle Optimization Algorithm for Intrusion Detection in Mobile Ad Hoc NetworksDr.M.LathaIETE Journal of Research2023-24
Gradient-Boosted Decision Tree with used Slime Mould Algorithm (SMA) for wastewater treatment systemsDr.R.M.RaniWater Reuse2023-24
MDCGANOCIS:
Convolutional Generative Adversarial Networks Based on Oral Cancer Identification System
Dr.K.Danesh Dr.R.Deeptha Mrs.PreethiJournal of Theoretical and Applied Information Technology2023-24
Accurate artificial intelligence method for abnormality detection of CT liver imagesDr.R.M.Rani, Dr.B.DwarakanathJournal of Intelligent & Fuzzy Systems2023-24
Smart IoT-based water treatment with a Supervisory Control and Data Acquisition (SCADA) system processDr.B.DwarakanathWater Reuse2023-24
A Novel Communication Pathway Metric Evaluation using Throughput and Energy Improvements over Wireless Sensor NetworksMr.R.SudharsananInternational Journal on Recent and Innovation Trends in Computing and Communication2023-24
A broad study of machine learning and deep learning techniques for
diabetic retinopathy based on feature extraction, detection
and classification
Mr.S.SubburajMeasurement: Sensors2023-24
A Network based Approach for Automated Identification of Calanoid Copepods using Deep LearningMr.R.SudharsananScience & Technology Asia2023-24
Swarm Intelligence-Based Clustering and Routing Using AISFOA-NGWO
for WSN
Ms.AishwaryaThird Congress on Intelligent Systems2023-24
A Mutual Intrusion Detection System for MANET to Address DDoS attacks using Data Mining TechniquesDr.M.LathaIEEE Xplore2023-24
IoT-Based Water Quality Monitoring
and Detection System
Mr.R.SudharsananLecture Notes in Networks and Systems2023-24
Efficient Drinking Water Quality Analysis using Machine Learning Model with Hyper-Parameter TuningMr.R.SudharsananIEEE Conference2023-24
Swarm Based Optimized Key Generation for Preserving the Privacy in Cloud EnvironmentMs.SathyabamaIEEE Conference2023-24
Digital Filter Design on High speed Communication with Low Power CriteriaMr.R.SudharsananIEEE Conference2023-24
Development of Non- Parametric Model for Weather Prediction FrameworkDr.R.Deeptha, Ms.B.SathyabamaIEEE Conference2023-24
Temporal Structural Probability Network for Weather PredictionDr.R.Deeptha, Ms.B.SathyabamaIEEE Conference2023-24
Diabetic Retinopathy Image Recognition Using Artificial IntelligenceDr.R.KavithaIEEE Conference2023-24
DCNN-based load balancing and computation offloading of Intelligent Video Surveillance with Edge ComputingDr.P.Santhosh KumarIEEE Conference2023-24
Machine Learning Based Precision
Agriculture using Ensemble Classification with
TPE Model
Dr.M.LathaJournal of Machine and Computing2023-24
Analysis on quantum reinforcement learning algorithms for prediction of protein sequenceS.SubburajOptical and Quantum Electronics2023-24
An Evolutionary computation based Federated Learning for Host Intrusion Detection in Real-Time Traffic AnalysisDr. B. Dwarakanath and Dr. P.Santhosh KumarWireless Personal Computation2023-24
Enabling Metaheuristics with Deep Learning based Resource Allocation in Unmanned Aerial Vehicles Wireless NetworksDr.R.KavithaJournal of Intelligent Systems and  Internet of Things2023-24
Accurate artificial intelligence method for abnormality detection of CT liver imagesDr.RM.RaniJournal of Intelligent & Fuzzy  Systems2023-24
An Estimation of the Performance of Deep Learning Based Hard Link Boot Caffe Neural Network for Network Anomaly DetectionDr. R. DeepthaIEEE Explore2023-24
AN ANALYSIS OF SECURITY PERSPECTIVE IN INDUSTRIAL IOTR.Kavitha, R.Malathi,S.S.Subashka RameshInternational Journal of Early Childhood Special Education (INT-JECSE)2022-23
Analysis of Human Activities in Smart Home Using Abnormal Activity Recognition Algorithm (AAR) and Visualization Techniques 2022-23
R.M.Rani, R.Kavitha,DeepthaInternational Journal of Early Childhood Special Education (INT-JECSE)
IoT battery management system in electric vehicle based on LR parameter estimation and ORMeshNet gateway topologyP santhosh kumarsustainable energy technologies and assessments2022-23
A Novel Feature Selection with Hybrid Deep Learning Based Heart Disease Detection and Classification in the e-Healthcare EnvironmentDwarakanath B, Latha MComputational Intelligence and Neuroscience2022-23
Microscopic image analysis in breast cancer detection using ensemble deep learning architectures integrated with web of thingsP santhosh kumarBiomedical Signal Processing and Control2022-23
Privacy Preserving Security Integrating Method with Varying Key Encryption Model in CloudKalyanaraman B,R.KavithaIEEE(Conference)2022-23
Predictive and Prescriptive Analytics on Clinical Data using Improved K- NNtechniqueL. M. Kunjachen,R.KavithaIEEE(Conference)2022-23
A REVIEW ON SMART HOME ENVIRONMENT AND CONSEQUENCES OF CYBER SECURITY ATTACKS ON SMART HOMESGundala Venkata Rama Lakshmi, Deeptha R., Venkatesh Sharma KNEUROQUANTOLOGY2022-23
Privacy preserving integrated way with cloud securityKalyanaraman B, Kavitha RNEUROQUANTOLOGY2022-23
Artificial Intelligence based Predictive and Prescriptive analytics on Clinical data using Data AnalyticsLiza M Kunjachen, Kavitha RNEUROQUANTOLOGY2022-23
Swarm Intelligence- Based Clustering and Routing Using AISFOA-NGWO for WSNMs.AishwaryaThird Congress on Intelligent Systems2022-23
Road traffic sensitive routing for efficient waste collection by leveraging varying traffic patternsMr.SubburajMeasurement: Sensors2022-23
A novel automated komodo Mlipir optimization-based attention BiLSTM for early detection of diabetic retinopathyDr.R.KavithaSignal, Image and Video  Processing2022-23
AVQS-NN: Adaptive Virtualization for Quantum Services for application support using Neural NetworksDr.P.Santhosh KumarApplied Soft Computing2022-23
Spectrum Management in 6G HetNet Based on SmartContracts and Harmonized Software- Defined
Networking-Enabled Approach
S. Markkandan,P. Santhosh Kumar,Prathipa R,K. Vengatesan,Garikapati BinduInternational Journal of Computer Networks and Applications (IJCNA)2022-23
A Mutual Intrusion Detection System for MANET to Address DDoS attacks using Data Mining TechniquesK. Bala; P N Renjith; M Latha.; S.T. SanthanalakshmiIEEE Xplore2022-23
A Comprehensive Survey on Various QoS Routing Protocols in MANETsDeeptha R,Danesh K,Preethi Parameswari S, Aishwarya B, Subbu Raj SEuropean Chemical Bulletin2022-23
Secured Data Transmission for Smart Grid System using Blockchain Technology with a Trusted Gaming Token Honeypot AlgorithmDr. Deeptha R,Dr. Rajeswari Mukesh, Dr.S.E. JayanthiInternational Journal ofINTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING2022-23
A Comprehensive Survey on Various QoS Routing Protocols in MANETsDeeptha R,Danesh K,Preethi Parameswari S, Aishwarya B, Subbu Raj SEuropean Chemical Bulletin2022-23
An efficient early detection of diabetic retinopathy using dwarf mongoose optimization based deep belief networkA.Abirami,R.KavithaConcurrenct and Computation2022-23
Website Vulnerability ScannerDeeptha R,K.Sujatha,D.Sasireka,R. Neelaveni,R.Pavithra GuruJOURNAL OF POPULATION THERAPEUTICS AND CLINICAL2022-23
Radial basis function networks with lightweight multiscale fusion strategy-based underwater image enhancementR. Mythili, B. Sathya bama, P. Santhosh Kumar,Sanchali Das, Ramya Thatikonda,Syed InthiyazExpert Systems2022-23
INTELLIGENT DATA SECURITY FOR CLOUD COMPUTING USING PARTIAL HOMOMORPHIC ENCRYPTIONSindhu V, Rajeswari MukeshJournal of Data Acquisition and Processing2022-23
Detection Of TuberculosisUsingImage Enhancementand SegmentationS.Subburaj, Anish. T. PJournal of Survey in Fisheries Sciences2022-23
DECENTRALIZED MEDICINE SUPPLY CHAIN MANAGEMENT AND ELIMINATE COUNTERFEIT MEDICINE USING BLOCKCHAINSubburaj.SEuropean Chemical Bulletin2022-23

S.No

Patent Title

Name of the participant

Year of collaboration

1

An Automated Ultrasonic Sensor-Based Railway Safety and Track Switching System

Dr.R.Kavitha

Oct  2025

2

Smart Waste Segregation and Recycling System

Dr B. DWARAKANATH Dr. P. Santhosh Kumar

Oct  2025

3

Intelligent Pesticide Sprinkling System determined by the Infection
level of the Plant

Dr B. DWARAKANATH Mr. R. Sudharsanan

Oct  2025

4

Trustworthy AI-Based Cloud Security Framework for Human-Machine Collaboration in Aerospace Mechatronic Systems

Dr. R. Deeptha

Oct  2025

5

FemoraX: A System for Perimenopausal Specific Bio-marker Tracking and Personalized Lifestyle, Nutrition Advice using AI-Driven
Wearable for the Women Experiencing Climacteric Changes

Dr. R. Mythili

Oct  2025

6

ELECTROSTATIC REPULSION-BASED SELF-CLEANING SYSTEM FOR SOLAR PANELS

Dr. A. Maria Christina Blessy

Aug 2025

7

A SYSTEM AND METHOD FOR WIRELESS ENERGY METERING WITH PREPAID RECHARGE AND REMOTE MANAGEMENT CAPABILITY

Dr. A. Maria Christina Blessy

July 2025

8

Secure blockchain architecture for transparent voting systems and election integrity

Dr.R.KAVITHA Dr. R. Kiruthigha Dr. R. Deeptha Ms. S. Rama Mr. R. Sudharsanan Dr. B. Sathya Bama Dr. B. Dwarakanath Dr. P. Santhosh Kumar

Feb 2025

9

Deep learning model for early detection of alzheimer’s disease in mri brain images

Dr.M.LATHA Dr. B. Sathya Bama Dr. R. Kiruthigha Dr. Danesh K Dr. P. Santhosh Kumar Dr. B. Dwarakanath Dr. G. Rajalakshmi Dr. R. Deeptha

Feb 2025

10

Adaptive deep learning for dynamic knowledge extraction in complex datasets

Dr B. DWARAKANATH Dr. RM. Rani Dr. R. Kavitha Dr. G. Rajalakshmi Ms. S. Rama Dr. R. Mythili Dr. M. Latha Dr. R. Kiruthigha

Feb 2025

11

Cloud-native zero trust architecture for proactive cyber defense

Dr.R.MYTHILI Dr. P. Santhosh Kumar Dr. R. Deeptha Dr. G. Rajalakshmi Dr. RM. Rani Dr. R. Kavitha Dr. Danesh K Mr. R. Sudharsanan

Feb 2025

12

AI based device for electric vehicle energy consumption prediction

Dr. Rm.Rani Dr. B. Dwarakanath Ms. B. Sathya Bama Ms. S. Rama Dr.R. Deeptha Dr. M. Latha Mr. R. Sudharsanan Dr. P. Santhosh Kumar

2024-25

13

Artificial Intelligence-based apparatus for home automation management

Dr.B.Dwarakanath Mr.S.Subburaj Dr.R.Kavitha Dr.P.Santhosh Kumar

2023-24

14

A Secured Data Transmission System and Method Thereof

Dr.R.Mythili

2023-24

15

An Artificially Intelligent surveillance system for enhanced safety and security in public transportation.

Kiruthigha Rammohan

2023-24

16

AI based device for splicing optical fibres

Dr.R.Kavitha

2023-24

17

IoT based wrist band for women’s security

Dr.R.Mythili

2023-24

18

Mobile IoT application for unified monitoring and automation of sewage, waste, water, and lighting systems

Dr.K.Danesh Dr.R.Deeptha Dr.B.Dwarakanath Dr.P.Santhosh Kumar Mr.R.Sudharsanan

2023-24

19

IOT-Based Wireless Sensor Network Node for Environment  Monitoring

Dr.M.Latha Dr.R.Kavitha Dr.R.Mythili

2022-23

20

Artificial intelligence-based smart cyber attack detection in IoT wireless sensor network nodes

Dr.B.Dwarakanath

2022-23

21

Artificial intelligence-based liquid dispenser

Dr.Rm.Rani Dr.B.Dwarakanath Dr. P. Santhosh Kumar,Ms.B.Sathya Bama Dr. R.Kavitha Dr.M.Latha Dr. K.Danesh Dr. R. Mythili

2022-23

22

IoT based Walking Stick for Visually Impaired

Dr. Danesh K Dr. R. Deeptha, Mrs. S. Preethi Parameswari Mrs. B.Aishwarya, Mr. S.Subburaj Dr. P. Santhosh Kumar Mr. R. Sudharsanan

2022-23

23

Artificial intelligence based data traffic analysis in IoT wireless sensor network nodes

Dr.M.Mythili

2022-23

The Department of Information Technology inaugurated the SRMIST-Steinbeis Indo- German Cyber Security Engineering & Research Centre (IGCERC) @ BMS Block, 7th Floor, SRMIST, Ramapuram on 21.11.2022 from 11.30 a.m to 12.30 p.m. IGCERC shall be a Centre of Excellence & a nodal point in the country for providing Innovations and Trained Manpower to the Cyber Security Industry. The centre was inaugurated by our respected Chief Director, Dean (E&T), Associate Dean (IIE), VP(Academics) along with the industry partners Mr. Vineet Kumar Goyal – Director, Steinbeis Foundation India, Mr. Gautam Pillai- Business Head, Mr. VedantBhonsle-Senior Associate-Partner Business, NxtGenDatacentre& Cloud Technologies and Mr. AbhjeetNath– CEO, Soffit Infrastructure Services Pvt Ltd.  Various cyber security projects were demonstrated by the students of CSE and IT to the Industry panel during the inauguration.

Objectives of the CoE

Cyber Security CoE aims to:

  • Upskill Faculty members and students in Cyber Security through National & International Level Conferences, FDPs, STTPs, Workshops, Seminars and Webinars.
  • Facilitate internationally recognized certifications in collaboration with foreign universities in the field of Cyber Security & Digital Forensics.
  • Organize national and international contests such as Hackathon in Cyber Security, Capture The Flag (CTF) etc.
  • Collaborate with the Industry to do real time projects in Cyber Security.

Benefits for the University (SRM) and its Students

1.Ready to be deployed manpower (Engineering / science graduates) for the industry – with real time projects / internships with industry partners (in India and in Germany)

2.Better Employment Opportunities

3.Additional Exposure for the students in additional topics like project management, client management, quality management, thus ensuring better employment and faster growth opportunities

4.Students will Get Opportunity to do further studies in Germany

5.Real World Experience and Entrepreneurship will be added feature

6.International Projects

Benefits for the University (SRM) and its faculty

1.Training of the faculty in application technology

2.Involvement of the faculty in industry and in engineering projects

3.Involvement of the faculty in time bound research projects

4.New IP creation – research papers in journals & IP rights sharing between faculty and university

5.Revenue generation through training and consultancy

6.Real World Experience and Entrepreneurship Will be added feature