7 papers
MatchCityLoc: Aerial Localization in LoD City Models via Surface Normal Matching
Oussema Dhaouadi, Zuria Bauer, Johannes Michael Meier +3
Autonomous Unmanned Aerial Vehicle (UAV) navigation in urban environments requires precise pose estimation. Because Global Navigation Satellite System (GNSS) signals are often unre…
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…
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…
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…
Review of Generative AI Methods in Cybersecurity
Yagmur Yigit, William J Buchanan, Madjid G Tehrani +1
Over the last decade, Artificial Intelligence (AI) has become increasingly popular, especially with the use of chatbots such as ChatGPT, Gemini, and DALL-E. With this rise, large l…
On families of elliptic curves that intersect the same line of rational slope
Eldar Sultanow, Anja Jeschke, Amir Darwish Tfiha +2
Let and be two distinct odd primes, and be an elliptic curve. Fix a line where and $(…
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…