About
Vaishnavi Sankar received her B. Tech degree in Electronics and Communication from Kerala University, Kerala, India in 2017 and M. Tech degree in VLSI Design from Amrita Vishwa Vidyapeetham, Tamil Nadu, India in 2019. She received her Ph.D. in the Department of Electronics & Communication Engineering from Amrita Vishwa Vidyapeetham, Tamil Nadu, India on research topic "Pre-silicon Hardware Trojan Detection in VLSI Circuits using Heuristics and Machine Learning Algorithms", in 2024. Her area of interest is Hardware Security, and Graph learning. She has published articles in reputed International journals and prestigious conference proceedings.
Publications
5Journals
- Vaishnavi Sankar, M. Nirmala Devi, and M. Jayakumar. "Data augmented hardware trojan detection using label spreading algorithm based transductive learning for edge computing-assisted IoT devices." IEEE access 10 (2022): 102789-102803.
- Devi, M. Nirmala, and Vaishnavi Sankar. "Graph based heterogeneous feature extraction for enhanced hardware Trojan detection at gate-level using optimized XGBoost algorithm." Measurement 220 (2023): 113320.
- Vaishnavi Sankar , Nirmala Devi, M. , Jayakumar Guided Data Augmentation Scheme Combined with Adaptive Evolutionary Algorithm for Hardware Trojan Detection to Enhance Communication Security International Journal on Communications Antenna and Propagation 12 (4), 251–260
Others
- V Sankar, M Nirmala Devi Efficient hardware Trojan detection using generic feature extraction and weighted ensemble method Advanced Computing and Intelligent Technologies: Proceedings of ICACIT 2021
- Hrithik Raj N; Nirmala Devi M; Vaishnavi Sankar, Detecting Hardware Trojans in IoT Devices Using Semi-Supervised Learning with XG-Boost Classifier In 2024 5th IEEE Global Conference for Advancement in Technology (GCAT) (pp. 1-6).
Education
3-
PhDAmrita Vishwa Vidyapeetham2024
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M.Tech in VLSI DesignAmrita Vishwa Vidyapeetham2019
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B.Tech in Electronics and Communication EngineeringKerala University2013
Responsibilities
2- Research Coordinator (Assist)
- Publicity Coordinator
Additional Info
1Vaishnavi Sankar received her B. Tech degree in Electronics and Communication from Kerala University, Kerala, India in 2013 and M. Tech degree in VLSI Design from Amrita Vishwa Vidyapeetham, Tamil Nadu, India in 2017. She received her Ph.D. in the Department of Electronics & Communication Engineering from Amrita Vishwa Vidyapeetham, Tamil Nadu, India on research topic "Pre-silicon Hardware Trojan Detection in VLSI Circuits
using Heuristics and Machine Learning Algorithms", in 2024. Her area of interest is Hardware Security, and Graph learning. She has published articles in reputed International journals and prestigious conference proceedings.
Campus
RR Campus