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Dr. Gayathri M.

Assistant Professor, Department of Electronics and Communication Engineering, Amrita School of Engineering, Chennai

Qualification: BE, M.E
m_gayathri@ch.amrita.edu
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Research Interest: Vehicular ad hoc network , ADAS (Advanced Driver Assistance Systems), Wireless Sensor Network , Agri – Internet of Things

Bio Publications Academic Qualifications Academic Experience Courses Thought Literary Copyright/Patent
Bio

Dr. Gayathri M currently serves as Assistant Professor in the Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai Campus.

She has more than five years of teaching and research experience, with 20 research articles published in peer-reviewed international journals (SCI, SCIE, and Scopus indexed) with a highest impact factor of 6, along with two book chapters and filed one Indian patent.

Publications

Conference Proceedings

Year : 2025

IoT-based ESP32 System for Monitoring Hazardous Gases and Particulate Matter

Cite this Research Publication : Pranikaa K S, Gayathri M, IoT-based ESP32 System for Monitoring Hazardous Gases and Particulate Matter, 2025 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), IEEE, 2025, https://doi.org/10.1109/icscds65426.2025.11167473

Publisher : IEEE

Year : 2025

EEG Signal Monitoring for AR/VR Wearable Safety

Cite this Research Publication : Farhath Rumaana H, K Venkatasubramanian, Gayathri M, EEG Signal Monitoring for AR/VR Wearable Safety, 2025 5th International Conference on Artificial Intelligence and Signal Processing (AISP), IEEE, 2025, https://doi.org/10.1109/aisp68263.2025.11396245

Publisher : IEEE

Year : 2025

Detection and Mitigation of Sybil Attack using Trust based Authentication scheme

Cite this Research Publication : Dharun M R, Ajay Krishna A S, Gayathri M, Detection and Mitigation of Sybil Attack using Trust based Authentication scheme, 2025 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), IEEE, 2025, https://doi.org/10.1109/icscds65426.2025.11166979

Publisher : IEEE

Year : 2025

Anomaly Detection in IoT Networks using Graph Neural Networks

Cite this Research Publication : Gayathri M, Vanapalli Veera Snigdha, Yendreddy Jayadurga, Anomaly Detection in IoT Networks using Graph Neural Networks, 2025 7th International Conference on Intelligent Sustainable Systems (ICISS), IEEE, 2025, https://doi.org/10.1109/iciss63372.2025.11076391

Publisher : IEEE

Year : 2025

EEG-Based Identification of Huntington‘s Disease using Daubechies Wavelet features with Decision Tree Classifier

Cite this Research Publication : M Muthulakshmi, Ramesh Munirathinam, Gayathri M, K L Nayana Sree, EEG-Based Identification of Huntington‘s Disease using Daubechies Wavelet features with Decision Tree Classifier, 2025 International Conference on Sensors and Related Networks (SENNET) Special Focus on Digital Healthcare(64220), IEEE, 2025, https://doi.org/10.1109/sennet64220.2025.11135963

Publisher : IEEE

Year : 2025

Home Automation Using Gestures and Speech Recognition

Cite this Research Publication : Gayathri M, Ch Lohith, Ch Nanda Vaibhav, Home Automation Using Gestures and Speech Recognition, 2025 6th International Conference on Inventive Research in Computing Applications (ICIRCA), IEEE, 2025, https://doi.org/10.1109/icirca65293.2025.11089916

Publisher : IEEE

Year : 2025

Hybrid Trust-Based Malicious Node Detection in Wireless Sensor Networks Using Dempster-Shafer Theory

Cite this Research Publication : Yendreddy Jaya Durga, Gayathri M, Hybrid Trust-Based Malicious Node Detection in Wireless Sensor Networks Using Dempster-Shafer Theory, 2025 IEEE 2nd International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS), IEEE, 2025, https://doi.org/10.1109/iciteics64870.2025.11340791

Publisher : IEEE

Book Chapter

Year : 2025

Redefining DMAIC With AI and Real-Time Data

Cite this Research Publication : G. Boopathy, G. Chandra Bose, M. Gayathri, Mohit Hemanth Kumar, Redefining DMAIC With AI and Real-Time Data, Transformative Lean Six Sigma Techniques for the Quality 5.0 Paradigm, IGI Global Scientific Publishing, 2025, https://doi.org/10.4018/979-8-3373-0943-9.ch005

Publisher : IGI Global Scientific Publishing

Year : 2023

FATS (Fuzzy Authentication to Provide Trust-Based Security) in VANET to Mitigate Black Hole Attack

Cite this Research Publication : M. Gayathri, C. Gomathy, FATS (Fuzzy Authentication to Provide Trust-Based Security) in VANET to Mitigate Black Hole Attack, Internet of Things, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-33808-3_4

Publisher : Springer Nature Switzerland

Year : 2023

FATS-Fuzzy authentication to provide trust-based communication in VANET

Cite this Research Publication : Gayathri, M., & Gomathy, C. (2023). FATS-Fuzzy authentication to provide trust-based communication in VANET in book chapter Data Analytics for Internet of Things Infrastructure in the book series Internet of things, Springer

Publisher : Springer

Year : 2022

An Overview of Security Services and Trust-Based Authentication Schemes in VANET

Cite this Research Publication : Gayathri, M., Gomathy, C. (2022). An Overview of Security Services and Trust-Based Authentication Schemes in VANET. In: Sharma, D.K., Peng, SL., Sharma, R., Zaitsev, D.A. (eds) Micro-Electronics and Telecommunication, Engineering. ICMETE 2021. Lecture Notes in Networks and Systems, vol 373. Springer, Singapore.

Publisher : Springer

Journal Article

Year : 2025

Real-Time Road Accident Detection and Severity Assessment Using IoU and Deep Learning Models

Cite this Research Publication : Bharathi Mohan Gurusamy, Pranav Reddy Sanikommu, Gayathri Muthurasu, Real-Time Road Accident Detection and Severity Assessment Using IoU and Deep Learning Models, Journal of Computational and Cognitive Engineering, BON VIEW PUBLISHING PTE, 2025, https://doi.org/10.47852/bonviewjcce52025908

Publisher : BON VIEW PUBLISHING PTE

Year : 2025

Self-healing and energy-efficient cluster-based routing for sustainable wireless sensor networks

Cite this Research Publication : Gayathri M, Vanapalli Veera Snigdha, Self-healing and energy-efficient cluster-based routing for sustainable wireless sensor networks, Frontiers in Communications and Networks, Frontiers Media SA, 2025, https://doi.org/10.3389/frcmn.2025.1602928

Publisher : Frontiers Media SA

Year : 2024

SCVAN- BKM: Swarm clustering for vehicular ad hoc network with a secure blockchain-based key management scheme

Cite this Research Publication : M. Gayathri, C. Gomathy, SCVAN- BKM: Swarm clustering for vehicular ad hoc network with a secure blockchain-based key management scheme, Ain Shams Engineering Journal, Elsevier BV, 2024, https://doi.org/10.1016/j.asej.2024.103094

Publisher : Elsevier BV

Year : 2024

Design of CSKAS-VANET model for stable clustering and authentication scheme using RBMA and signcryption

Cite this Research Publication : Gayathri M and Gomathy C (2024) Design of CSKAS-VANET model for stable clustering and authentication scheme using RBMA and signcryption. Front. Comput. Sci. 6:1384515

Publisher : Front. Comput. Sci.

Year : 2024

The social media sentiment analysis framework: deep learning for sentiment analysis on social media

Cite this Research Publication : Rangarajan, P. K., Gurusamy, B. M., Muthurasu, G., Mohan, R., Pallavi,G.,Vijayakumar, S., & Altalbe, A. (2024). The social media sentiment analysis framework: deep learning for sentiment analysis on social media. International Journal of Electrical and Computer Engineering (IJECE), 14(3), 1-1x

Publisher : International Journal of Electrical and Computer Engineering (IJECE)

Year : 2022

AI-TASFIS: An Approach to Secure Vehicle-to-Vehicle Communication

Cite this Research Publication : Gayathri, M., & Gomathy, C. (2022). AI-TASFIS: An Approach to Secure Vehicle-to-Vehicle Communication. Applied Artificial Intelligence, 36(1).

Publisher : Applied Artificial Intelligence

Year : 2021

A deep survey on types of cyber-attacks in VANET

Cite this Research Publication : 7. Gayathri, M., & Gomathy, C. (2021). A deep survey on types of cyber-attacks in VANET. Journal of Critical Review, 8(01), 1029-1039

Conference Paper

Year : 2022

Fuzzy based Trusted Communication in Vehicular Ad hoc Network

Cite this Research Publication : Gayathri, M., & Gomathy, C. (2022). Fuzzy based Trusted Communication in Vehicular Ad hoc Network. In 2022 2nd International Conference on Intelligent Technologies (CONIT) (pp. 1-4).

Publisher : IEEE

Academic Qualifications
  • Ph.D. in Electronics and Communication Engineering,
    SRM Institute of Science and Technology, 2023
  • M.E. in Applied Electronics,
    St. Peter’s University, 2014 – First Class
  • B.E. in Electronics and Instrumentation Engineering,
    Adhiyamaan College of Engineering (Autonomous), Hosur, 2011 – First Class with Distinction
Academic Experience
December 2020 to June 2024 Full-Time Research Scholar, SRM Institute of Science and Technology,Chennai
June 2019 to December 2020. Assistant professor in Jaya Engineering College, Thiruninravur
January 2017 to June 2017. Assistant professor in Arignar Anna Institute of Science and Technology
July 2014 to December 2016. Assistant professor in Jaya College of Engineeringand Technology, Thiruninravur
Courses Thought
  • Cryptography and Network Security
  • Embedded System
  • Industrial Instrumentation
  • Medical Electronics
  • Transducers
  • Soft Computing
  • Wireless Communication

Technical Skills

  • Network Simulators
  • Cooja Simulator
  • SUMO
  • CARLA
Literary Copyright/Patent
  • Literary work entitled “An Overview of Wireless Networks, Security Mechanisms and Research Challenges in VANET” with a diary number 10124/2022-CO/L and RoC Number L-117472/2022 have been granted a Literary Copyright by Government of India.
  • Patent work titled “Secure Energy Oriented Multi-Objective Optimization Technique for WSN” with an application number 202341049110 in the field of communication provided by the office of the controller General of Patents, Design and Trade marks.

NPTEL Courses Completed

  • NPTEL course on the topic “Fuzzy Sets, Logic and Systems Application” with a score of 85% and earned an ELITE SILVER Certificate.
  • Completed NPTEL course on the topic “Introduction to Machine Learning” with a score of 67% and earned an ELITE Certificate.
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