Showing quant-phShow all
3 papers · 1 filter
quant-ph2025
Quantum Quandaries: Unraveling Encoding Vulnerabilities in Quantum Neural Networks
Suryansh Upadhyay, Swaroop Ghosh
Quantum computing (QC) has the potential to revolutionize fields like machine learning, security, and healthcare. Quantum machine learning (QML) has emerged as a promising area, en…
quant-ph2024
Quantum Data Breach: Reusing Training Dataset by Untrusted Quantum Clouds
Suryansh Upadhyay, Swaroop Ghosh
Quantum computing (QC) has the potential to revolutionize fields like machine learning, security, and healthcare. Quantum machine learning (QML) has emerged as a promising area, en…
quant-ph2024
SHARE: Secure Hardware Allocation and Resource Efficiency in Quantum Systems
Suryansh Upadhyay, Swaroop Ghosh
Quantum computing (QC) is poised to revolutionize problem solving across various fields, with research suggesting that systems with over 50 qubits may achieve quantum advantage sur…