1 citations · 1 across the 3 of their papers we have counts for
5 papers
FGSM Attack Transferability from Simulation to Quantum Hardware in Network Intrusion Detection
Zeeshan Ajmal, Kimmo Halunen, Marc Maußner +2
Quantum computers are now available through cloud platforms, and recent work has proposed using them to detect network intrusions. It is not yet clear how easily such systems can b…
Adversarial Robustness in Fake Quantum Simulators
Marc Maußner, Volker Reers
This paper investigates the performance scalability and adversarial robustness of Quantum Machine Learning (QML) models deployed on noise-model-based fake simulators. We conduct a…
Scaling a CUDA-Q GQE + QSCI pipeline to 40 qubits for EUV photoresist chemistry
Karim Elgammal, Marc Maußner
We scale a CUDA-Q-native pipeline coupling a generative quantum eigensolver (GQE) to quantum-selected configuration interaction (QSCI) across active spaces of 14 to 44 qubits, appl…
Additive binding energies in asphalt on a quantum processor via quantum-selected configuration interaction (QSCI)
Karim Elgammal, Marc Maußner
Quantum-centric supercomputing (in which a quantum processor samples the dominant electronic configurations and classical high-performance computing resources perform the diagonali…
A Quantum Computing Approach to Simulating Corrosion Inhibition
Karim Elgammal, Marc Maußner
This work demonstrates a systematic implementation of hybrid quantum-classical computational methods for investigating corrosion inhibition mechanisms on aluminum surfaces. We pres…