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quant-ph2025
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…
quant-ph2024
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…
quant-ph2023
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…