1 citations · 4 across the 14 of their papers we have counts for
4 papers · 1 filter
Quantum Agents
Eldar Sultanow, Madjid Tehrani, Siddhant Dutta +2
This paper explores the intersection of quantum computing and agentic AI by examining how quantum technologies can enhance the capabilities of autonomous agents, and, conversely, h…
Quantum Error Propagation
Eldar Sultanow, Fation Selimllari, Siddhant Dutta +3
Data poisoning attacks on machine learning models aim to manipulate the data used for model training such that the trained model behaves in the attacker's favour. In classical mode…
Enabling Quantum Cybersecurity Analytics in Botnet Detection: Stable Architecture and Speed-up through Tree Algorithms
Madjid Tehrani, Eldar Sultanow, William J Buchanan +4
For the first time, we enable the execution of hybrid machine learning methods on real quantum computers with 100 data samples and real-device-based simulations with 5,000 data sam…
Predict better with less training data using a QNN
Barry D. Reese, Marek Kowalik, Christian Metzl +2
Over the past decade, machine learning revolutionized vision-based quality assessment for which convolutional neural networks (CNNs) have now become the standard. In this paper, we…