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.
Research Supervisors
| S. No | Name of the Supervisor, Designation | No. of Scholars Approved | Area of Research | Part time Scholars registered | Full time Scholars registered |
| 1 | Dr.Rajeswari Mukesh | 8 | Network Security | 1 | 0 |
| 2 | Dr.R.Kavitha | 4 | Data Mining, Deep Learning | 2 | 2 |
| 3 | Dr.R.Mythili | 4 | Information Security, Block Chain Technology | 0 | 0 |
| 4 | Dr.B.Dwarakanath | 4 | Machine Learning | 1 | 0 |
| 5 | Dr.M.Latha | 4 | Medical Image Processing | 1 | 0 |
| 6 | Dr.R.Deeptha | 4 | Network Security, Deep Learning | 2 | 0 |
Research Publications
| Title of paper | Name of the author/s | Name of journal | Year of publication | ISSN number |
| AN ANALYSIS OF SECURITY PERSPECTIVE IN INDUSTRIAL IOT | R.Kavitha, R.Malathi,S.S.Subashka Ramesh | International Journal of Early Childhood Special Education (INT-JECSE) | 2022-23 | 1308-5581 |
| Analysis of Human Activities in Smart Home Using Abnormal Activity Recognition Algorithm (AAR) and Visualization Techniques | R.M.Rani, R.Kavitha,Deeptha | International Journal of Early Childhood Special Education (INT-JECSE) | 2022-23 | 1308-5581 |
| IoT battery management system in electric vehicle based on LR parameter estimation and ORMeshNet gateway topology | P santhosh kumar | sustainable energy technologies and assessments | 2022-23 | 2213-1388 |
| A Novel Feature Selection with Hybrid Deep Learning Based Heart Disease Detection and Classification in the e-Healthcare Environment | Dwarakanath B, Latha M | Computational Intelligence and Neuroscience | 2022-23 | 1687-5273 |
| Microscopic image analysis in breast cancer detection using ensemble deep learning architectures integrated with web of things | P santhosh kumar | Biomedical Signal Processing and Control | 2022-23 | 1746-8108 |
| A REVIEW ON SMART HOME ENVIRONMENT AND CONSEQUENCES OF CYBER SECURITY ATTACKS ON SMART HOMES | Gundala Venkata Rama Lakshmi, Deeptha R., Venkatesh Sharma K | NEUROQUANTOLOGY | 2022-23 | 1303-5150 |
| Privacy preserving integrated way with cloud security | Kalyanaraman B, Kavitha R | NEUROQUANTOLOGY | 2022-23 | 1303-5150 |
| Artificial Intelligence based Predictive and Prescriptive analytics on Clinical data using Data Analytics | Liza M Kunjachen, Kavitha R | NEUROQUANTOLOGY | 2022-23 | 1303-5150 |
| Swarm Intelligence-Based Clustering and Routing Using AISFOA-NGWO for WSN | Ms.Aishwarya | Third Congress on Intelligent Systems | 2022-23 | 978-981-19-9224-7 |
| Road traffic sensitive routing for efficient waste collection by leveraging varying traffic patterns | Mr.Subburaj | Measurement: Sensors | 2022-23 | 2665-9174 |
| A novel automated komodo Mlipir optimization-based attention BiLSTM for early detection of diabetic retinopathy | Dr.R.Kavitha | Signal, Image and Video Processing | 2022-23 | 1863-1711 |
| AVQS-NN: Adaptive Virtualization for Quantum Services for application support using Neural Networks | Dr.P.Santhosh Kumar | Applied Soft Computing | 2022-23 | 1568-4946 |
| 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 Bindu | International Journal of Computer Networks and Applications (IJCNA) | 2022-23 | 2395-0455 |
| A Mutual Intrusion Detection System for MANET to Address DDoS attacks using Data Mining Techniques | K. Bala; P N Renjith; M Latha.; S.T. Santhanalakshmi | IEEE Xplore | 2022-23 | 978-1-6654-9200-3 |
| A Comprehensive Survey on Various QoS Routing Protocols in MANETs | Deeptha R,Danesh K,Preethi Parameswari S, Aishwarya B, Subbu Raj S | European Chemical Bulletin | 2022-23 | 20635346 |
| Secured Data Transmission for Smart Grid System using Blockchain Technology with a Trusted Gaming Token Honeypot Algorithm | Dr. Deeptha R,Dr. Rajeswari Mukesh, Dr.S.E. Jayanthi | International Journal ofINTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING | 2022-23 | 2147-6799 |
| A Comprehensive Survey on Various QoS Routing Protocols in MANETs | Deeptha R,Danesh K,Preethi Parameswari S, Aishwarya B, Subbu Raj S | European Chemical Bulletin | 2022-23 | 20635346 |
| An efficient early detection of diabetic retinopathy using dwarf mongoose optimization based deep belief network | A.Abirami,R.Kavitha | Concurrency and Computation | 2022-23 | 1532-0626 |
| Website Vulnerability Scanner | Deeptha R,K.Sujatha,D.Sasireka,R. Neelaveni,R.Pavithra Guru | JOURNAL OF POPULATION THERAPEUTICS AND CLINICAL | 2022-23 | 1198581X, 17106222 |
| Radial basis function networks with lightweight multiscale fusion strategy-based underwater image enhancement | R. Mythili, B. Sathya bama, P. Santhosh Kumar,Sanchali Das, Ramya Thatikonda,Syed Inthiyaz | Expert Systems | 2022-23 | 14680394, 02664720 |
| INTELLIGENT DATA SECURITY FOR CLOUD COMPUTING USING PARTIAL HOMOMORPHIC ENCRYPTION | Sindhu V, Rajeswari Mukesh | Journal of Data Acquisition and Processing | 2022-23 | 1004-9037 |
| Detection Of TuberculosisUsingImage Enhancementand Segmentation | S.Subburaj, Anish. T. P | Journal of Survey in Fisheries Sciences | 2022-23 | 2368-7487 |
| DECENTRALIZED MEDICINE SUPPLY CHAIN MANAGEMENT AND ELIMINATE COUNTERFEIT MEDICINE USING BLOCKCHAIN | Subburaj.S | European Chemical Bulletin | 2022-23 | 2063-5346 |
| GREENIE—Smart Home with Smart Power Transmission | Noor Alleema, N., Babeetha, S., Hariharan, V.L., Sangeetha, S., Shraddha, H. | Advances in Intelligent Systems and Computing | 2021-22 | Print: ISBN978-981-15-5565-7 Online ISBN 978-981-15-5566-4 |
| Proof of Policy (PoP): A New Attribute-Based Blockchain Consensus Protocol | R. Mythili & Revathi Venkataraman | Computational Methods and Data Engineering | 2021-22 | 978-981-15-6876-3 |
| Encrypted NAS using Raspberry Pi 4 | R Mythili, Pullyala Nithin Reddy, B Keerthivasan, V Sooriya | 2021 5th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques, ICEECCOT 2021 – Proceedings | 2021-22 | 978-1-6654-3272-6 |
| Eye Movement Signal Classification for Developing Human-Computer Interface Using Electrooculogram | B.Dwarakanath | Journal of Healthcare Engineering https://www.hindawi.com/journals/jhe/2021/7901310/ | 2021-22 | ISSN: 2356-6140 (Print) ISSN: 1537-744X (Online) DOI: 10.1155/8086 |
| App Doppelganger Detection via Artificial Neural Network | S. Babeetha | Turkish Journal of Computer & Mathemetical Education | 2021-22 | ISSN 1309-4653 |
| Energy Efficient Cross Layer MAC Protocol for Wireless Sensor Networks in Remote Area Monitoring Applications | R.Rathna, L.Mary Gladence, V.Maria Anu, J.Sybi Cynthia | Journal of Information Systems and Telecommunication (JIST) | 2021-22 | 2322-1437 |
| A Novel Intelligence Hybrid Optimized Analytics and Streaming Engine for Medical Big Data | Dr.B.Dwarakanath, M. Thilagaraj, V. Pandimurugan, P. Naveen, M. S. Hema, S. Hariharasitaraman, N. Arunkumar, Petchinathan Govindan | Computational and Mathematical Methods in Medicine | 2021-22 | ISSN (Online): 1748-6718 |
| A Comprehensive Survey of Routing Attacks and Defense Mechanisms in MANETs | R. Deeptha | Webology | 2021-22 | 1735-188X |
| Survey on Opportunistic Routing Protocols in Multihop Wireless Networks | R. Deeptha | Webology | 2021-22 | 1735-188X |
| Scientific recognition of image manipulation using Histogram Equalization and Median Filtering | N.Noor Alleema , Shwetha Shanmugam , Sandhiya Bharathidasan , Kajal Kasat | International journal of advanced science and technology | 2020-21 | 2005-4238 |
| Light Fidelity System | Noor Alleema, N., Khatri, A., Gupta, A., Senapatil, D. | Advances in Intelligent Systems and Computing | 2020-21 | Print ISBN: 978-981-15-2779-1,Online ISBN 978-981-15-2780-7 |
| Smart Photo Clicker | Noor Alleema, N., Prasad, R., Priyanka, A., Bhandari, A | Advances in Intelligent Systems and Computing | 2020-21 | Print ISBN: 978-981-15-2779-1,Online ISBN 978-981-15-2780-7 |
| Interference of Cyber Endanger using Support Vector Machine | R Kavitha, K Malathi, Liza M Kunjachen | https://ieeexplore.ieee.org/document/9104211 | 2020-21 | 10.1109/ICCCI48352.2020.9104211 |
| Highly Contrasting Image Colorization with Deep Learning | K. Malathi; R. Kavitha; M.K. Liza | https://ieeexplore.ieee.org/document/9368936 | 2020-21 | 10.1109/ICADEE51157.2020.9368936 |
| Pixel based method for Text to Image Encryption | K. Malathi; R. Kavitha; M.K. Liza | https://ieeexplore.ieee.org/document/9297478 | 2020-21 | 10.1109/ICECA49313.2020.9297478 |
| An attribute-based lightweight cloud data access control using hypergraph structure | R. Mythili, Revathi Venkataraman & T. Sai Raj | The Journal of Supercomputing | 2020-21 | 0920-8542 |
| An enhanced kernel weighted collaborative recommended system to alleviate sparsity | S.Babeetha, | International Journal of Electrical and Computer Engineering (IJECE) | 2020-21 | 2722-2578 |
| ENHANCED INTRUSION DETECTION TECHNIQUE WITH IP TRACEBACK | N.Sabiyath Fatima, N.Noor Alleema and S.Abhishek Avilala Kumar | GEDRAG & ORGANISATIE REVIEW | 2020-21 | 0921-5077 |
| Self-Intelligent Analysis of Human Activity Recognition based on CNN | R Kavitha, K Malathi, Liza M Kunjachen | GEDRAG & ORGANISATIE REVIEW | 2020-21 | 0921-5077 |
| Text Document Clustering Using K-means and Dbscan by Using Machine Learning | R.M.Rani, | GEDRAG & ORGANISATIE REVIEW | 2020-21 | 0921-5077 |
| Recognition and classification of diabetic retinopathy utilizing digital fundus image with hybrid algorithms | Dr.K.Malathi Dr.R.Kavitha | International Journal of Engineering and Advanced Technology | 2019-20 | 2249-8958 (online) |
| Automatic Unauthorized Parking Detector | H. Sangeetha | International Journal of Engineering and Advanced Technology (IJEAT) | 2019-20 | 2249-8958 (online) |
| Smart Irrigation Systems using Sensors and GSM | H.Sangeetha , S.Abinayaa, | International Journal of Recent Technology and Engineering (IJRTE) | 2019-20 | 2277-3878 (Online) |
| Automatic Unauthorized Parking Detector | R Jayaraj, | International Journal of Engineering and Advanced Technology (IJEAT) | 2019-20 | 2249-8958 (online) |
| Cloud Runtime Framework for User-Level Security Auditing for the Cloud System | S. Pandiaraj | International Journal of Engineering and Advanced Technology (IJEAT) | 2019-20 | 2249-8958 (online) |
| A Unified Approach to Defend the Timing Analysis Attacks on Web Traffic | S. Pandiaraj, | International Journal of Engineering and Advanced Technology (IJEAT) | 2019-20 | 2249-8958 (online) |
| Enabling Cloud Database Security Using Third Party Auditor | S Pandiaraj, | International Journal of Engineering and Advanced Technology (IJEAT) | 2019-20 | 2249-8958 (online) |
| Generation of Frequent sensor epochs using efficient Parallel Distributed mining algorithm in large IOT | R.M.Rani, | Computer Communications | 2019-20 | 0140-3664 |
| Iot Based Speech Recognition Controlled Car using Arduino | R.Veeramani | International Journal of Engineering and Advanced Technology | 2019-20 | 2249-8958 (online) |
| Text Document Clustering Using K-means and Dbscan by Using Machine Learning | N. Noor Alleema | International Journal of Engineering & Advanced Technology(IJEAT) | 2019-20 | 2249-8958 (online) |
| Hand Gesture Robot Car using ADXL 335 | Jayaraj R | International Journal of Recent Technology and Engineering (IJRTE) | 2019-20 | 2277-3878 (Online) |
| Recognition and Classification of Diabetic Retinopathy utilizing Digital Fundus Image with Hybrid Algorithms | Kavitha.R, | International Journal of Emgineering & Advanced Technology(IJEAT) | 2019-20 | 2249-8958 (online) |
| Text Document Clustering using K-Means and Dbscan by using Machine Learning | T.H. Feiroz khan, N.Noor Alleema, Narendra Yadav, Sameer Mishra, Anshuman Shahi | International Journal of Engineering and Advanced Technology (IJEAT) | 2019-20 | 2249-8958 |
| Attacks in Wireless sensor networks- A Research | B.Sathya Bama, | International Journal of Innovative Technology and Exploring Engineering (IJITEE) | 2019-20 | 2278-3075 |
| Discovery of Knowledge Using Association Rules in Wireless Sensor Epocs-a Survey | R.M.Rani | International Journal of Engineering & Technology | 2018-19 | 2227-524X |
| GUARD: an intrusion detection framework for routing protocols in multi-hop wireless networks | T.K.Thivakaran | Journal of wireless networks | 2017-18 | 853-913 |
Patents
| Sl.No | Patent Title | Name of the participant | Year of collaboration |
| 1 | DEEP LEARNING BASED SYSTEM AND METHOD FOR DETECTION OF FACEMASK | Dr.P.Santhosh Kumar | 2021-22 |
| 2 | Artificial intelligence and machine learning based Facial recognition system for songs selection | Mrs N.Noor Alleema, Mrs.S.Babeetha | 2021-22 |
| 3 | Cardiovascular Disease Prediction System using Machine Learning | Dr.R.Deeptha | 2021-22 |
| 4 | ARTIFICIAL INTELLIGENCE & OPEN CV BASED INTELLIGENT BIRD JOURNEYS TRACKING & MIGRATION FORECASTS IN REAL TIME USING PYTHON LANGUAGE | Dr.B.Dwarakanath, Dr.R.Deeptha, Dr.R.Kavitha, Dr.R.Rathna | 2021-22 |
| 5 | IoT Driven Sensor-based Crop Recommendation System using Machine Learning for Smart Agriculture | Dr.P.Santhosh Kumar, Dr.B.Dwarakanath, Dr.M.Latha | 2021-22 |
| 6 | IoT, Machine Learning Based Intelligent Intrusion Detection Systems for Detecting Cyber Threats | Dr.P.Santhosh Kumar | 2021-22 |
| 7 | Human Activity Tracking and Monitoring for Healthcare System using Faster Encryption of IoT Sensor | B.Sathyabama | 2021-22 |
| 8 | Natural Language Processing Based Hate Speech Recognition by Using Discrete Feed Forward Perceptron Neural Network | Dr. M. Kirubanantham Dr. R. Rathna Dr. R. Deeptha Mr. R. Veeramani Mr. S. Pandiaraj | 2021-22 |
| 9 | MACHINE LEARNING BASED OBESITY ANALYSIS FOR EARLY DETECTION OF HEART DISEASE | Dr.P.Santhosh Kumar | 2021-22 |
| 10 | IMPROVING THE SECURITY OG INTERNET OF THINGS APPLICATION DEVICES USING LOGICAL NODE OF VIRTUAL OVER LAY NETWORK(INVON) | Dr.R.Kavitha, M.K.Liza | 2020-21 |
| 11 | REAL TIME HONEYPOT BASED INTRUSION DETECTION FOR CLOUD COMPUTING | Mrs N.Noor Alleema, Mrs.S.Babeetha ,Mr.Sivamohan , Mrs.M.k.Liza | 2019-20 |
| 12 | A Secured Data Transmission System and Method Thereof | Dr.M.Mythili | 2018-19 |
Centre of Excellence
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
