3 papers
quant-ph2026
Detecting Phishing in Ethereum Networks using Quantum Machine Learning
Sai Sakunthala Guddanti, Anupama Ray, Mrunal Arun Kumavat +1
This article explores the potential of Quantum Machine Learning (QML), specifically assessing a Quantum Support Vector Machine (QSVM) and a Variational Quantum Classifier (VQC) for…
quant-ph2026
Entropy Estimation in Multi-Qutrit Systems via Variational and Classical Neural Networks
Sai Sakunthala Guddanti, Anil Prabhakar, Ria Rushin Joseph
We present a systematic study of von Neumann entropy estimation in multi-qutrit quantum systems using two complementary approaches: variational quantum algorithms (VQAs) and classi…
quant-ph2022
Classical ensemble of Quantum-classical ML algorithms for Phishing detection in Ethereum transaction networks
Anupama Ray, Sai Sakunthala Guddanti, Vishnu Ajith +1
Ethereum is one of the most valuable blockchain networks in terms of the total monetary value locked in it, and arguably been the most active network where new blockchain innovatio…