Dr. Sandhya. E
Qualification : Ph.D. (SRMIST, Chennai)
Designation : Asst. Professor
Email: [email protected]
Details of Educational Qualification:
| Course | Specialization | Branch | College Name/University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | IoT Security | CSE | SRM Institute of Science and Technology | 2023 |
| M.Tech. | CSE | CSE | SRM University | 2010 |
| B.Tech. | Information Technology | Information Technology | JNTU, Hyderabad | 2008 |
Research Areas:
- IoT Security, Network Security, Machine Learning
Research Identifiers:
- Scopus Link: https://www.scopus.com/authid/detail.uri?authorId=58308190400
- Vidwan Link: https://vidwan.inflibnet.ac.in/profile/460126
- Google scholar Link: https://scholar.google.com/citations?user=OOjpzlYAAAAJ&hl=en
- h-Index (As per Scopus Data) : 4
Publication Details:
| S.No | Publication Affiliation | Academic Year | Author Position | Details of Research Publication | Indexing | Publication | Journal Quartile (Q1/Q2/Q3/Q4) |
|---|---|---|---|---|---|---|---|
| 1 | MITS | 2024-25 | 2 | Enhancing security and efficiency in Mobile Ad Hoc Networks using a hybrid deep learning model for flooding attack detection, Scientific Reports, Volume 15, Issue 1, 2025 | SCI | Article | Q1 |
| 2 | MITS | 2024-25 | 2 | AI-Driven Threat Detection in Cloud Environments, Convergence of Cyber security and Cloud Computing, Pages 261-284, Publisher IGI Global Scientific Publishing, 2025 | Scopus | Book Chapter | None |
| 3 | MITS | 2024-25 | 2 | Cutting-Edge approaches to data protection and encryption in cloud computing security, Convergence of Cybersecurity and Cloud Computing, Pages 261-284, IGI Global Scientific Publishing | Scopus | Book Chapter | None |
| MITS | 2024-25 | 2 | A comprehensive review of computerized respiratory sound analysis and deep learning techniques for acoustic signal-based disease classification, AIP Conference Proceedings, Volume 3237, Issue 1, 2025, Publisher AIP Publishing LLC | Scopus | Conference Proceedings | None | |
| MITS | 2024-25 | 2 | Visual data analysis and inference through dimensionality reduction techniques, Interactive and Dynamic Dashboard Pages 21-68, 2024, Publisher CRC Press | Scopus | Book Chapter | None | |
| MITS | 2024-25 | 4 | Performance Analysis of ML and DL Models: Impact of Linear and Non-Linear Optimizers on Model Efficiency, Advances in Nonlinear Variational Inequalities, Volume 28, Issue 1s, 2024. | Scopus | Article | Q4 | |
| MITS | 2023-24 | 2 | Deep learning model for intrusion detection in SDN networks, 1st International Conference on Optimization Techniques for Learning (ICOTL), Pages 1-6, Publisher IEEE, 2023 | Scopus | Conference Proceedings | None | |
| MITS | 2023-24 | 4 | Intrusion Detection using HRO with Ensemble Learning Models and Comparison, 1st International Conference on Optimization Techniques for Learning (ICOTL), Pages 1-6, Publisher IEEE, 2023 | Scopus | Conference Proceedings | None | |
| MITS | 2023-24 | 2 | Intrusion Detection System for IoT Networks, 1st International Conference on Optimization Techniques for Learning (ICOTL), Pages 1-6, Publisher IEEE, 2023 | Scopus | Conference Proceedings | None | |
| Others | 2022-23 | 3 | Energy Management and Network Traffic Avoidance Using GAODM and E-AODV Protocols in Mobile Ad-Hoc Network, International Journal of Computer Network and Information Security, Volume 3, 78-89, 2023 | Scopus | Article | Q3 | |
| Others | 2022-23 | 6 | Selection of Features Using Adaptive Tunicate Swarm Algorithm with Optimized Deep Learning Model for Thyroid Disease Classification, Ingenierie des Systemes d'Information, International Information and Engineering Technology Association, Volume 28, Issue 2, Pages 299-308, 2023 | Scopus | Article | Q3 | |
| Others | 2022-23 | 1 | A Hybrid Spider Monkey and Hierarchical Particle Swarm Optimization Approach for Intrusion Detection on Internet of Things, Sensors, MDPI, 2022 | SCI | Article | Q1 | |
| Others | 2021-22 | 1 | Enhancing the Performance of an Intrusion Detection System Using Spider Monkey Optimization in IoT, International Journal of Intelligent Engineering and Systems, Volume 14, Issue 6, 2021 | Scopus | Article | Q3 | |
| Others | 2017-18 | 3 | Health Monitoring System using Integration of Cloud and Data Mining Techniques, Helix International Journal (Thomson Reuters), Vol. 7(5), pg .no 2047-2052, 2017 | WoS | Article | None |
Patents
| S.No | Affiliation | Academic Year | Application ID | Title of the Patent | Status |
|---|---|---|---|---|---|
| 1 | Others | 2024-25 | 202241029619 | A Machine Learning-based Hybrid Intrusion Detection System for Detecting the Cyber-Physical Attacks | Granted |
| 2 | Others | 2023-24 | 202141007324 | A Smart Wearable Travel Support System for Supervising Visually Impaired People | Granted |
Awards/Achievements
- Top Performing Mentor for Course on “Introduction on Intellectual Property to Engineers and Technologists” - Jan to Apr 2025 - NPTEL.
- Top Performing Mentor for Course on “Cloud Computing and Distributed Systems” - Jan to Mar 2024 - NPTEL
- “Certificate of Excellence” for the program “Use of ICT Education for on-line and Blended Learning” - October, 2016 - IIT Bombay.
- Ratified as Assistant Professor, JNTU Anantapuramu - June 2015 - JNTU Anantapuramu.