Marius Nagy

Dr. Marius Nagy

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Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 July 2025 in Sci
Verified
Journal Article
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NNNaya Nagy
Naya Nagy
SASarh Alnemer
Sarh Alnemer
LALama Mohammed Alshuhail
Lama Mohammed Alshuhail
HAHaifa Alobiad
Haifa Alobiad
TATala Almulla
Tala Almulla
MNMarius Nagy
Marius Nagy
Key exchange mechanisms are foundational to secure communication, yet traditional methods face challenges from quantum computing. The Module-Lattice-Based Key-Encapsulation Mechanism (ML-KEM) is a post-quantum cryptographic key exchange protocol with unknown successful quantum vulnerabilities. This study evaluates the ML-KEM using experimental benchmarks. We implement the ML-KEM in Python for clarity and in C++ for performance, demonstrating the latter’s substantial performance improvements. The C++ implementation achieves microsecond-level execution times for key generation, encapsulation, and decapsulation. Python, while slower, provides a user-friendly introduction to the ML-KEM’s operation. Moreover, our Python benchmark confirmed that the ML-KEM consistently outperformed RSA in execution speed across all tested parameters. Beyond benchmarking, the ML-KEM is shown to handle the computational hardness of the Module Learning With Errors (MLWE) problem, ensuring resilience against quantum attacks, classical attacks, and Artificial Intelligence (AI)-based attacks, since the ML-KEM has no pattern that could be detected. To evaluate its practical feasibility on constrained devices, we also tested the C++ implementation on a Raspberry Pi 4B, representing IoT use cases. Additionally, we attempted to run integration and benchmark tests for the ML-KEM on microcontrollers such as the ESP32 DevKit, ESP32 Super Mini, ESP8266, and Raspberry Pi Pico, but these trials were unsuccessful due to memory constraints. The results showed that while the ML-KEM can operate effectively in such environments, only devices with sufficient resources and runtimes can support its computational demands. While resource-intensive, the ML-KEM offers scalable security across diverse domains such as IoT, cloud environments, and financial systems, making it a key solution for future cryptographic standards.

24 February 2022 in Entropy
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Journal Article
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RBRobert Benkoczi
Robert Benkoczi
DGDaya Gaur
Daya Gaur
NNNaya Nagy
Naya Nagy
MNMarius Nagy
Marius Nagy
SHShahadat Hossain
Shahadat Hossain
This paper studies the effect of quantum computers on Bitcoin mining. The shift in computational paradigm towards quantum computation allows the entire search space of the golden nonce to be queried at once by exploiting quantum superpositions and entanglement. Using Grover’s algorithm, a solution can be extracted in time O(2256/t), where t is the target value for the nonce. This is better using a square root over the classical search algorithm that requires O(2256/t) tries. If sufficiently large quantum computers are available for the public, mining activity in the classical sense becomes obsolete, as quantum computers always win. Without considering quantum noise, the size of the quantum computer needs to be ≈104 qubits.

13 March 2018 in Entropy
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Journal Article
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MNMarius Nagy
Marius Nagy
NNNaya Nagy
Naya Nagy
This paper proposes a different approach to pinpoint the causes for which an unconditionally secure quantum bit commitment protocol cannot be realized, beyond the technical details on which the proof of Mayers’ no-go theorem is constructed. We have adopted the tools of quantum entropy analysis to investigate the conditions under which the security properties of quantum bit commitment can be circumvented. Our study has revealed that cheating the binding property requires the quantum system acting as the safe to harbor the same amount of uncertainty with respect to both observers (Alice and Bob) as well as the use of entanglement. Our analysis also suggests that the ability to cheat one of the two fundamental properties of bit commitment by any of the two participants depends on how much information is leaked from one side of the system to the other and how much remains hidden from the other participant.

25 November 2020 in IEEE Access
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Journal Article
Open access
MNMarius Nagy
Marius Nagy
NNNaya Nagy
Naya Nagy
The ability of a Mach-Zehnder interferometer to distinguish between a photon with a well-defined, independent quantum state and one that is part of an entangled pair opens the door for entanglement to be harnessed as a degree of freedom of the photon and, consequently, to encode information into the entanglement domain of an elementary particle. In this paper, we propose a new idea for a quantum steganographic technique that exploits the entanglement domain as a secondary way to represent information. Thus, if photons are used as the physical support for encoding information, the cover data can be encoded into the polarization domain, while the concealed data is embedded into the entanglement domain. The scheme has clear advantages compared to previous quantum steganographic attempts in terms of efficiency, versatility and practicability.

22 October 2022 in Sensors
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MNMarius Nagy
Marius Nagy
NNNaya Nagy
Naya Nagy
This paper proposes a perimeter detection scheme based on the quantum physical properties of photons. Existing perimeter intrusion detection schemes, if using light, rely on the classical properties of light only. Our quantum sensor network uses the quantum property of spatial superposition of photons, meaning that a photon can simultaneously follow two different paths after going through a beam splitter. Using multiple Mach–Zehnder interferometers, an entire web of paths can be generated, such that one single photon occupies them all. If an intruder violates this web in some arbitrary point, the entire photon superposition is destroyed, the photon does not self-interfere any more and this event is detected by measurements. For one single photon, the intruder detection probability is limited theoretically but can be increased arbitrarily with the usage of a sequence of photons. We show both theoretical bounds as well as practical results of the proposed schemes. The practical results are obtained by simulation experiments on IBM Quantum platforms. The benefits of our quantum approach are: low power, invisibility to potential intruders, scalability and easy practical implementation.

18 October 2023 in Entropy
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NNNaya Nagy
Naya Nagy
MNMarius Nagy
Marius Nagy
GAGhadeer Alazman
Ghadeer Alazman
ZHZahra Hawaidi
Zahra Hawaidi
SASaja Mustafa Alsulaibikh
Saja Mustafa Alsulaibikh
AAAreej Aljuaid
Areej Aljuaid
Quantum computation offers unique properties that cannot be paralleled by conventional computers. In particular, reading qubits may change their state and thus signal the presence of an intruder. This paper develops a proof-of-concept for a quantum honeypot that allows the detection of intruders on reading. The idea is to place quantum sentinels within all resources offered within the honeypot. Additional to classical honeypots, honeypots with quantum sentinels can trace the reading activity of the intruder within any resource. Sentinels can be set to be either visible and accessible to the intruder or hidden and unknown to intruders. Catching the intruder using quantum sentinels has a low theoretical probability per sentinel, but the probability can be increased arbitrarily higher by adding more sentinels. The main contributions of this paper are that the monitoring of the intruder can be carried out at the level of the information unit, such as the bit, and quantum monitoring activity is fully hidden from the intruder. Practical experiments, as performed in this research, show that the error rate of quantum computers has to be considerably reduced before implementations of this concept are feasible.