3 papers
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…
cs.CR2025
LLM vs. SAST: A Technical Analysis on Detecting Coding Bugs of GPT4-Advanced Data Analysis
Madjid G. Tehrani, Eldar Sultanow, William J. Buchanan +2
Large language models (LLMs) are increasingly used for code understanding, yet their practical effectiveness for vulnerability detection relative to Static Application Security Tes…
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…