Professor Dr. Habil. Răzvan Bocu

Rezultate

Proiecte curente de cercetare științifică

Grupul de cercetare HPCC administrează proiectul de cercetare științifică avansată NATO SPS „G7394 – Post-quantum Digital Signature using Verkle Trees”, obținut în urma parcurgerii, cu succes, a unui proces competitiv riguros. Pagina oficială a proiectului furnizează mai multe informații despre acest proiect de certă actualitate tehnologică: https://quantum.unitbv.ro/. Pentru alte proiecte de cercetare științifică câștigate prin competiție, vă rugăm să consultați pagina Proiecte de cercetare.

Articole publicate

Jurnale (selecție) / Journals (selection)

  • R., Bocu, M., Iavich, Generalized detection of DDoS attack patterns using machine learning models, in Journal of Network and Computer Applications, volume 248, 104441. https://doi.org/10.1016/j.jnca.2026.104441, 2026.
  • M., Iavich, S., Simonovi, R., Bocu, Verkle-based PORST – Post-Quantum Digital Signature Scheme, in IEEE Access, doi: https://www.doi.org/10.1109/ACCESS.2026.3703075, 2026.
  • M., Nutu, R., Bocu, M., Iavich. VPS: A Verkle-Based Polynomial Signature Scheme with Post-Quantum Security. Mathematics. 2026; 14(12):2058. https://doi.org/10.3390/math14122058, 2026.
  • M., Iavich, T., Kuchukhidze, R., Bocu, Polynomial Commitment Schemes from Classical Constructions to Post-Quantum Directions, in Cryptography. 2026; 10(2):27. https://doi.org/10.3390/cryptography10020027, 2026.
  • R., Bocu, Detection of Exosomal microRNA from Malignant Lung Cells Using a Surface Plasmon Resonance Imaging Biosensor, in Biosensors 2025, 15, 159. https://doi.org/10.3390/bios15030159, 2025.
  • C.L., Aldea, R., Bocu, R.L., Chiriac. ANN-Based Modeling of Engine Performance from Dynamometer Sensor Data, Sensors 26, no. 1: 120. https://doi.org/10.3390/s26010120, 2025.
  • M., Iavich, T., Kuchukhidze, R., Bocu, Fractional Verkle Trees for Scalable Post-Quantum Signatures, in IEEE Access, doi: 10.1109/ACCESS.2025.3640288, 2025.
  • C.L., Aldea, R., Bocu, Authentication Challenges and Solutions in Microservice Architectures, in Appl. Sci. 2025, 15(22), 12088; https://doi.org/10.3390/app152212088, 2025.
  • M., Nutu, G., Akhalaia, R., Bocu, M., Iavich, An Extended Survey Concerning the Vector Commitments, in Applied Sciences. 2025; 15(17):9510. https://doi.org/10.3390/app15179510, 2025.
  • M., Iavich, T., Kuchukhidze, R., Bocu, A Novel Verkle Tree-based Post-quantum Digital Signature System with Enhanced Random Number Generation, in International Journal of Computer Network and Information Security, 2025(4). https://doi.org/10.5815/ijcnis.2025.04.02, 2025.
  • M., Iavich, T., Kuchukhidze, R., Bocu, Post-Quantum Digital Signature: Verkle-Based HORST, in Journal of Cybersecurity and Privacy, 5(2):28. https://doi.org/10.3390/jcp5020028, 2025.
  • C.M., Pacurar, R., Bocu, M., Iavich, An Analysis of Existing Hash-Based Post-Quantum Signature Schemes, in Symmetry, 17(6):919. https://doi.org/10.3390/sym17060919, 2025.
  • R., Bocu, Dynamic Monitoring of Time-Dependent Evolution of Biomolecules Using Quantum Dots-Based Biosensors Assemblies, in Biosensors 2024, 14, 380. https://doi.org/10.3390/bios14080380, 2024.
  • R., Bocu, M., Iavich, Enhanced detection of low-rate DDoS attack patterns using machine learning models, in Journal of Network and Computer Applications, volume 227, 103903. https://doi.org/10.1016/j.jnca.2024.103903, 2024.
  • R., Bocu, Extended Review Concerning the Integration of Electrochemical Biosensors into Modern IoT and Wearable Devices, in Biosensors 2024, 14, 214. https://doi.org/10.3390/bios14050214, 2024.
  • R., Bocu, A., Baicoianu, A., Kerestely, An Extended Survey Concerning the Significance of Artificial Intelligence and Machine Learning Techniques for Bug Triage and Management, in IEEE Access, vol. 11, pp. 123924-123937, doi: 10.1109/ACCESS.2023.3329732, 2023.
  • M., Iavich, T., Kuchukhidze, R., Bocu, A Post-Quantum Digital Signature Using Verkle Trees and Lattices. Symmetry. 2023; 15(12):2165, https://doi.org/10.3390/sym15122165.
  • C. L., Aldea, R., Bocu, A., Vasilescu, Relevant Cybersecurity Aspects of IoT Microservices Architectures Deployed over Next-Generation Mobile Networks, Sensors 2023, 23(1), 189; https://doi.org/10.3390/s23010189, 2022.
  • L., Gorlov, M., Iavich, R., Bocu, Linear Layer Architecture Based on Cyclic Shift and XOR, Symmetry. 2023; 15(8):1496; https://doi.org/10.3390/sym15081496, 2023.
  • C. L., Aldea, R., Bocu, R. N., Solca, Real-Time Monitoring and Management of Hardware and Software Resources in Heterogeneous Computer Networks through an Integrated System Architecture, Symmetry 2023, 15(6), 1134; https://doi.org/10.3390/sym15061134, 2023.
  • R., Bocu, M., Iavich, Real-Time Intrusion Detection and Prevention System for 5G and beyond Software-Defined Networks, Symmetry 2023, 15(1), 110; https://doi.org/10.3390/sym15010110, 2022.
  • R., Bocu, D., Bocu, M. Iavich, An Extended Review Concerning the Relevance of Deep Learning and Privacy Techniques for Data-Driven Soft Sensors, Sensors 2023, 23(1), 294; https://doi.org/10.3390/s23010294, 2022.
  • R., Bocu, A., Vasilescu, D. M., Duca Iliescu, Personal Health Metrics Data Management Using Symmetric 5G Data Channels, Symmetry, 2022; 14(7):1387. https://doi.org/10.3390/sym14071387, 2022.
  • R., Bocu, D., Bocu, M., Iavich, Objects Detection Using Sensors Data Fusion in Autonomous Driving Scenarios, Electronics 2021, 10, 2903. https://doi.org/10.3390/electronics10232903, 2021.
  • M., Iavich, R., Bocu, T., Kuchukhidze, G., Iashvili, S., Gnatyuk, Novel Quantum Random Number Generator with the Improved Certification Method, International Journal of Mathematical Sciences and Computing ISSN 2310-9025, Volume 7, Number 3, pp. 41-53, 2021.
  • D., Bocu, R., Bocu, The ICS Paradigm in Knowledge and Modelling, Broad Research in Artificial Intelligence and Neuroscience ISSN 2067-3957, Volume 9, Issue 3, 2018, pp. 5-16.
  • R., Bocu, C., Costache, A Homomorphic Encryption-Based System for Securely Managing Personal Health Metrics Data, IBM Journal of Research and Development ISSN 0018-8646, Volume 62, Issue 1, 2018, pp. 1:1-1:10.
  • R., Bocu, D., Bocu,The Role of the Conceptual Invariants Regarding the Prevention of the Software Artefacts’ Obsolescence, Broad Research in Artificial Intelligence and Neuroscience ISSN 2067-3957, Volume 7, Number 4, 2016, pp. 56-62.
  • D., Bocu, R., Bocu, THE FUNDAMENTALS REGARDING THE USAGE OF THE CONCEPT OF INTERFACE FOR THE MODELING OF THE SOFTWARE ARTEFACTS, Broad Research in Artificial Intelligence and Neuroscience ISSN 2067-3957, Volume 7, Number 1, 2016, pp. 91-102.
  • D., Bocu, R., Bocu, Remarks on Interface Oriented Software Systems Modelling, International Journal of Computers, Communications & Control ISSN 1841-9836, ISSN-L 1841-9836, Volume 8, Issue 5, October, 2013, pp. 662-672.
  • D., Bocu, R., Bocu, Strongly Project-Oriented Learning Systems. Concepts and Fundamental Principles, Scientific Studies and Research, Series Mathematics and Informatics, volume 21, no. 1, 2011, pp. 51-60, ISSN: 2067-3566.
  • D., Bocu, R., Bocu, Abstractization – A Fundamental Instrument for Describing and Modeling Software Systems, International Journal of u- and e- Service, Science and Technology, Vol. 4, No. 3, September, 2011, pp. 33-48, ISSN: 2005-4270.
  • R., Bocu, S. Tabirca, The Flag-based Algorithm – A Novel Greedy Method that Optimizes Protein Communities Detection, International Journal of Computers, Communications & Control, 6(1), 2011, pp. 33-44, ISSN: 1841 – 9836.
  • R., Bocu, S. Tabirca, Proteomic Data Analysis Optimization Using a Parallel MPI C Approach, IEEE Computer Society / First International Conference on Biosciences, pp. 21-29, 2010, ISBN: 978-0-7695-3968-3.
  • R., Bocu, S. Tabirca, Sparse networks-based speedup technique for proteins betweenness centrality computation, International journal of biological and life sciences 5:3, pp. 151-158, ISSN: 2010-3824.
  • R., Bocu, S., Tabirca, Betweenness centrality computation – a new way for analyzing the biological systems, Systemics and Informatics World Network vol. 6 (2009), pp. 78-84, 2009, ISSN: 2044-7272.
  • D., Bocu, R., Bocu, Preliminary remarks regarding the impact of the modeling languages towards the quality standards in the software industry, International Journal of U- and E- service, science and technology (IJUNESST) vol. 2, no. 2  (2009), pp. 1-11, 2009, ISSN: 2005-4270.
  • R., Bocu, D. Bocu, Optimization of the informational flow in a social network – a protein network-based approach. Studia Universitatis Babeş-Bolyai, Series Informatica, Year 2011/June/02, pp. 75-80, ISSN (print): 1224-869x, ISSN (online): 2065-9601.
  • R., Bocu, M., Prathaban, State of the art of the interplanetary communications, Institut National de Télécommunications, France, 2006 (Lucrare invitată / invited Paper).

Volume ale conferinţelor (selecție) / Conference proceedings (selection)

  • C.L., Aldea, R., Bocu, R.L., Chiriac, Artificial Neural Networks-Based Prediction of Internal Combustion Engine Load Using Minimal Parameters. In: Barolli, L., K. G. Seah, W., Woungang, I. (eds) Advanced Information Networking and Applications. AINA 2026. Lecture Notes on Data Engineering and Communications Technologies, vol 296. Springer, Cham. https://doi.org/10.1007/978-3-032-23286-1_13.
  • C.L., Aldea, R., Bocu, D.M., Duca Iliescu, On the Analysis and Prediction of Chess Diagram Scores Using Artificial Neural Networks. In: Barolli, L., K. G. Seah, W., Woungang, I. (eds) Advanced Information Networking and Applications. AINA 2026. Lecture Notes on Data Engineering and Communications Technologies, vol 296. Springer, Cham. https://doi.org/10.1007/978-3-032-23286-1_1.
  • M., Iavich, T., Kuchukhidze, R., Bocu, Extended Review of Polynomial Commitments. In: Barolli, L., K. G. Seah, W., Woungang, I. (eds) Advanced Information Networking and Applications. AINA 2026. Lecture Notes on Data Engineering and Communications Technologies, vol 300. Springer, Cham. https://doi.org/10.1007/978-3-032-23341-7_14.
  • C.L., Aldea, R., Bocu, D.M., Duca Iliescu, Health Parameters Monitoring Through an Integrated Multilayer Digital Twin Architecture, Proceedings of the Conference „Advanced Information Networking and Applications”, 2024. Springer, Cham. https://doi.org/10.1007/978-3-031-57840-3_27.
  • C.L., Aldea, R., Bocu, D.M., Duca Iliescu, A., Vasilescu, Efficient Didactic Methods Used in Modern E-learning and Traditional Environments, Proceedings of the „International Conference on Information and Software Technologies” (ICIST), 2024.
  • R., Bocu, D., Bocu, Next Generation Mobile Sensors: Review Regarding the Significance of Deep Learning and Privacy Techniques for Data-Driven Soft Sensors, Proceedings of the Conference „Advanced Information Networking and Applications”, 2023.
  • C.L., Aldea, R., Bocu, D.M., Duca Iliescu, A., Vasilescu, Applied Research Concerning the Aspects and Methods Used in Modern Learning Environments, Proceedings of the „19th eLearning and Software for Education Conference – eLSE 2023″, 2023.
  • M., Iavich, G., Akhalaia, R., Bocu, Device Tracking Threats in 5G Network, Proceedings of the Conference „Advanced Information Networking and Applications”, 2023.
  • M., Iavich, T., Kuchukhidze, R., Bocu, A Post-quantum Cryptosystem with a Hybrid Quantum Random Number Generator, Proceedings of the Conference „Advanced Information Networking and Applications”, 2023.
  • D., Bocu, R., Bocu, Conceptual Foundations of Code Rationalization Through a Case Study in Haskell, Proceedings of the Conference „Advanced Information Networking and Applications”, 2022.
  • R., Bocu, M., Iavich, A., Gagnidze, Real Time Self-developing Cybersecurity Function for 5G, Proceedings of the Conference „Advanced Information Networking and Applications”, 2022.
  • R., Bocu, M., Iavich, Enhanced Autonomous Driving Through Improved 3D Objects Detection, Proceedings of the Conference „Advanced Information Networking and Applications”, 2022.
  • R., Bocu, M., Iavich, T., Kuchukhidze, R., Odarchenko, The novel hybrid method for the randomness extraction, Proceedings of „International Conference on Next Generation Cybersecurity Systems and Applications” (NGSEC), Kiev, 2022.
  • R., Bocu, M., Iavich, S., Tabirca, A Real-Time Intrusion Detection System for Software Defined 5G Networks, Proceedings of the Conference „Advanced Information Networking and Applications”, 2021.
  • R., Bocu, M., Iavich, G., Iashvili, R., Odarchenko, S., Gnatyuk, Intrusion Detection System for 5G with a Focus on DOS/DDOS Attacks, Proceedings of the 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021.
  • R., Bocu, M., Iavich, G., Iashvili, R., Odarchenko, A Post-Quantum Secure e-Health System for the Data Management, Proceedings of the IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT), 2021.
  • R., Bocu, A., Kerestely, A., Baicoianu, A Research Study on Running Machine Learning Algorithms on Big Data with Spark, Proceedings of The 14th International Conference on Knowledge Science, Engineering and Management (KSEM), 2021.
  • R., Bocu, M., Iavich, A., Gagnidze, G., Iashvili, S., Simonov, Novel intrusion detection system for 5G, Proceedings of the Conference „IVUS”, 2021.
  • R., Bocu, M., Iavich, S., Gnatyuk, R., Odarchenko, S., Simonov, The novel system of attacks detection in 5G, Proceedings of the Conference „Advanced Information Networking and Applications”, 2021.
  • R., Bocu, M., Iavich, S., Gnatyuk, D., Ospanova, Y., Sotnichenko, Secure e-Health System for the Integrated Management of Personal Health Data Collected by IoT Devices, Proceedings of the International Conference „Cybersecurity Providing in Information and Telecommunication Systems”, Kiev, 2021.
  • R., Bocu, A Secure Distributed e-Health System for the Management of Personal Health Metrics Data, Proceedings of the Conference „Advanced Information Networking and Applications”, 2020.
  • R., Bocu, A Constructive Review Regarding the Significance of 5G Networks for the Internet of Things, Proceedings of the Conference „Advanced Information Networking and Applications”, 2020.
  • M. Iavich, R., Bocu, G. Iashvili, Post-Quantum Digital Signature Scheme for Personal Data Security in Communication Network Systems, Proceedings of the International Conference of Artificial Intelligence, Medical Engineering, Education, Moscow, 2020.
  • M. Iavich, R., Bocu, S. Gnatyuk, G. Iashvili, Novel Method of Hardware Security Problems Identification, Proceedings of the International Conference „Problems of Infocommunications. Science and Technology”, Kharkiv, 2020.
  • M. Iavich, R., Bocu, A. Arakelian, G. Iashvili, Post-quantum Digital Signatures with Attenuated Pulse Generator, Proceedings of the International Conference on Information Technology, Kaunas, 2020.
  • C., Costache, O., Machidon, A., Mladin, F., Sandu, R., Bocu, Software-Defined Networking of Linux Containers, IEEE Computer Society RoEduNet Conference, 2014.
  • R., Bocu, S., Tabirca, Protein Communities Detection Optimization Through an Improved Parallel Newman-Girvan Algorithm, IEEE Computer Society Computational Systems Bioinformatics Conference, INSPEC Accession Number 11510542, pp. 380-385, 2010, ISSN 2068-1038, Print ISBN: 978-1-4244-7335-9.
  • R., Bocu, S., Tabirca, Community detection-based analysis of the human interactome network, Proceedings of the International Conference on Bioinformatics and Biomedicine, pp. 153-158, 2009,  ISSN: 2010-3778.
  • R., Bocu, Yin Jie Chen, S., Tabirca, M., Tangney, Framework for Visualisation of Cancer Tumours, SpringerLink / Proceedings of the Asia-Pacific Bioinformatics International Conference, pp. 1750-1760, 2009, DOI: 10.1007/978-3-642-02466-5.
  • R., Bocu, Interactome networks analysis through betweenness centrality computation, Cambridge University Press / Proceedings of the Network Biology Conference, Cambridge, United Kingdom, pp. 10-17, 2008.
  • R., Bocu, S., Tabirca, Fister-Panetta upper bound – a computational approach, IEEE Computer Society / Proceedings of the International Conference on Biocomputation, Bioinformatics and Biomedical Technologies, pp. 17-22, 2008, ISBN: 978-0-7695-3191-5.
  • R., Bocu, Data management optimization using a two-dimensions paradigm, Proceedings of the Eurographics Ireland 2007 Conference, University College Dublin,  pp. 9-17, 2007.
  • R., Bocu, Yin Jie Chen, S., Tabirca, Synthetic imaging for 3D bacterial representation, Proceedings of the Eurographics Ireland 2007 Conference, University College Dublin,  pp. 41-45, 2007.
  • R., Bocu, IP Pooling-Based Email Systems Reputation Assurance, Proceedings of The RoEduNet 2011 International Conference, pp. 98-103, 2011, ISSN: 2247-5443 / IEEE eISSN: 2068-1038 / Print ISBN: 978-1-4577-1233-3.
  • R., Bocu, D., Bocu, Optimizing Protein Importance Assessment through a Dijkstra-based Sequential Optimization Technique, Proceedings of the International Conference on Recent Researches in Neural Networks, Fuzzy Systems, Evolutionary Computing & Automation, pp. 207-212, 2011, ISBN: 978-960-474-292-9.
  • R., Bocu, FaxFactory – An Optimization of the Dutch National Data System, Technical University of Delft, the Netherlands (Raport de cercetare şi, în acelaşi timp, teza de licenţă în Informatică / Research Report and, also, my BSc Thesis), 2005.
  • D., Bocu, R., Bocu, The dissolution of the informational barriers in the academic management, Proceedings of the 6th Biannual International Economic Symposium, May 20-21, 2006, Braşov, Romania.

Teză de doctorat / PhD Thesis

  • R., Bocu, Efficient Algorithms for Interactome Networks. Cork University Press, Cork, Irlanda, 2011.

Cărți / Books

  • D., Bocu, R., Bocu, Incursiuni speculative în și dincolo de Ingineria Softului. ISBN 978-606-250-661-2, Editura Matrix ROM, București, 2021.
  • D., Bocu, R., Bocu, Provocări și metode de abordare în managementul proiectelor IT. ISBN 978-973-650-299-6, Editura Albastră, Cluj-Napoca, 2013.
  • D., Bocu, R., Bocu, Modelarea obiect orientată cu UML. Fundamentele modelării cu UML. Iniţiere în şabloane de proiectare utilizând sintaxa UML. ISBN 973-650-194-9, Editura Albastră, Cluj-Napoca, 2006.
  • D., Bocu, R., Bocu, Introducere în universul Ingineriei Softului. ISBN 978-606-250-8166, Editura Matrix ROM, București, 2023.
  • D., Bocu, R., Bocu, The Role of the WEB Technologies in Connection to the Communication’s Streamlining and Diversification Between the Actors of a Learning System. Chapter published in the book “Social Media in Higher Education: Teaching in Web 2.0”, [DOI: 10.4018/978-1-4666-2970-7.ch011], 2013.
  • R., Bocu, D., Bocu, Computer Science Lessons for the Secondary School Pupils. Transilvania University Press, 2012.

Alte publicații / Other publications

  • R., Bocu, Criminalitatea informatică – o abordare sociologică, Universitatea Transilvania din Braşov, Facultatea de Drept şi Sociologie (lucrare de licenţă în Sociologie / BSc Thesis in Sociology), 2007.
  • R., Bocu, Data mining spaţial – o nouă perspectivă cu privire la procesarea bazelor de date mari, Universitatea Transilvania din Braşov, Facultatea de Matematica si Informatica (lucrare de dizertaţie în domeniul Informatică / MSc Thesis in Computer Science), 2006.