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Detail projektu
Období řešení: 01.03.2020 — 28.02.2023
Zdroje financování
Vysoké učení technické v Brně - Vnitřní projekty VUT
- plně financující (2020-01-01 - 2021-12-31)
O projektu
Mnoho odvětví spoléhá na informační technologie, které pomocí analýzy dostupných dat poskytují přesné a aktuální informace. Vzhledem k obrovskému množství a rozmanitosti vstupů dat do analytiky je tradiční přístup zpracování dat nedostatečný. V projektu se zaměříme na aplikaci pokročilých metod strojového učení a umělé inteligence pro zvýšení bezpečnosti a soukromí kyberprostoru a řídicích systémů.
Označení
FIT-S-20-6293
Originální jazyk
čeština
Řešitelé
Matoušek Petr, doc. Ing., Ph.D., M.A. - hlavní řešitelBartík Vladimír, Ing., Ph.D. - spoluřešitelBeníčková Zuzana, Ing. - spoluřešitelBurget Radek, doc. Ing., Ph.D. - spoluřešitelBurgetová Ivana, Ing., Ph.D. - spoluřešitelDvořák Tomáš, Ing. - spoluřešitelGrégr Matěj, Ing., Ph.D. - spoluřešitelGrofčík Peter, Ing. - spoluřešitelHon Jiří, Ing., Ph.D. - spoluřešitelHranický Radek, Ing., Ph.D. - spoluřešitelHruška Tomáš, prof. Ing., CSc. - spoluřešitelHynek Jiří, Ing., Ph.D. - spoluřešitelImeri Arbnor, M.Eng., MSc - spoluřešitelJeřábek Kamil, Ing., Ph.D. - spoluřešitelKlobučníková Dominika, Ing. - spoluřešitelKocman Radim, Ing., Ph.D. - spoluřešitelKolář Dušan, doc. Dr. Ing. - spoluřešitelKoutenský Michal, Ing. - spoluřešitelKövári Adam, Mgr. - spoluřešitelKrajč Patrik, Ing. - spoluřešitelKreslíková Jitka, doc. RNDr., CSc. - spoluřešitelKřivka Zbyněk, Ing., Ph.D. - spoluřešitelKvětoňová Šárka, Ing., Ph.D. - spoluřešitelMasárová Mária, Ing. - spoluřešitelMeduna Alexandr, prof. RNDr., CSc. - spoluřešitelMusil Miloš, Ing., Ph.D. - spoluřešitelPastushenko Olena, Ing. - spoluřešitelPolčák Libor, Ing., Ph.D. - spoluřešitelPristaš Ján, Ing. - spoluřešitelRegéciová Dominika, Ing. - spoluřešitelRudnitckaia Julia, Mgr., Ph.D. - spoluřešitelRychlý Marek, RNDr., Ph.D. - spoluřešitelRyšavý Ondřej, doc. Ing., Ph.D. - spoluřešitelŠkarvada Libor, RNDr. - spoluřešitelTomko Martin, Ing. - spoluřešitelVečeřa Vojtěch, Ing. - spoluřešitelVeselý Vladimír, Ing., Ph.D. - spoluřešitelVictor Malombe - spoluřešitelVondráček Martin, Ing. - spoluřešitelYoussef Sawsan, Ing. - spoluřešitelZendulka Jaroslav, doc. Ing., CSc. - spoluřešitelZobal Lukáš, Ing. - spoluřešitel
Útvary
Ústav informačních systémů- interní (01.01.2020 - 31.12.2022)Fakulta informačních technologií- příjemce (01.01.2020 - 31.12.2022)
Výsledky
HOLKOVIČ, M.; RYŠAVÝ, O. Using Rule-Based Decision Trees for Automatic Passive Diagnostics of the Network Problems. International Journal on Advances in Networks and Services, 2020, vol. 2020, no. 1, p. 1-10. ISSN: 1942-2644.Detail
HOLKOVIČ, M.; BOHUŠ, M.; RYŠAVÝ, O. Pattern Detection Based Network Diagnostics. In Proceedings of the 17th International Joint Conference on e-Business and Telecommunications. Setubal: SciTePress - Science and Technology Publications, 2020. p. 35-42. ISBN: 978-989-758-445-9.Detail
HON, J.; BORKO, S.; ŠTOURAČ, J.; PROKOP, Z.; BEDNÁŘ, D.; ZENDULKA, J.; MARTÍNEK, T.; DAMBORSKÝ, J. EnzymeMiner: automated mining of soluble enzymes with diverse structures, catalytic properties and stabilities. Nucleic Acids Research, 2020, vol. 48, no. 1, p. 104-109. ISSN: 1362-4962.Detail
MUSIL, M.; KHAN, R.; BEIER, A.; ŠTOURAČ, J.; KONEGGER, H.; DAMBORSKÝ, J.; BEDNÁŘ, D. FireProtASR: Web Server for Fully Automated Ancestral Sequence Reconstruction. BRIEFINGS IN BIOINFORMATICS, 2020, vol. 22, no. 4, p. 1-11. ISSN: 1467-5463.Detail
ŠTOURAČ, J.; DÚBRAVA, J.; MUSIL, M.; HORÁČKOVÁ, J.; MAZURENKO, S.; DAMBORSKÝ, J.; BEDNÁŘ, D. FireProtDB: Database of Manually Curated Protein Stability Data. Nucleic Acids Research, 2020, vol. 49, no. 1, p. 319-324. ISSN: 1362-4962.Detail
MATOUŠEK, P.; RYŠAVÝ, O.; HAVLENA, V.; GRÉGR, M. Flow based monitoring of ICS communication in the smart grid. Journal of Information Security and Applications, 2020, vol. 2020, no. 54, p. 102535-102535. ISSN: 2214-2126.Detail
YOUSSEF, S.; RYŠAVÝ, O. Proposed Method for Partial Node Replacement by Software Defined Network. Position Papers of the 2020 Federated Conference on Computer Science and Information Systems. Annals of Computer Science and Information Systems. Warsaw: Polish Information Processing Society, 2020. p. 11-14. ISBN: 978-83-959183-0-8. ISSN: 2300-5963.Detail
MATOUŠEK, P.; BURGETOVÁ, I.; RYŠAVÝ, O.; VICTOR, M. On Reliability of JA3 Hashes for Fingerprinting Mobile Applications. In Digital Forensics and Cyber Crime. ICDF2C 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. Boston: Springer International Publishing, 2021. p. 1-22. ISBN: 978-3-030-68733-5.Detail
MATOUŠEK, P.; RYŠAVÝ, O. Teaching ICS Security in Blended Classroom Environment. In Proceedings of the 2021 30th Annual Conference of the European Association for Education in Electrical and Information Engineering (EAEEIE). Prague: Czech Technical University, 2021. p. 148-153. ISBN: 978-1-7281-9324-3.Detail
MATOUŠEK, P.; RYŠAVÝ, O.; POLČÁK, L. Unified SNMP Interface for IoT Monitoring. In Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management. Bordeaux: International Federation for Information Processing, 2021. p. 938-943. ISBN: 978-3-903176-32-4.Detail
KOLÁŘ, D.; MEDUNA, A.; TOMKO, M. Multi-Island Finite Automata and Their Even Computations. Kybernetika, 2022, vol. 57, no. 5, p. 856-877. ISSN: 0023-5954.Detail
Fully Automated Ancestral Sequence Reconstruction using FireProt-ASR Pipeline. 2020, p. 1-5.Detail
KHAN, R.; MUSIL, M.; ŠTOURAČ, J.; DAMBORSKÝ, J.; BEDNÁŘ, D. Fully Automated Ancestral Sequence Reconstruction using FireProtASR. Current Protocols in Bioinformatics, 2021, vol. 1, no. 2, p. 1-5. ISSN: 1934-3396.Detail
HON, J.; MARUŠIAK, M.; MARTÍNEK, T.; KUNKA, A.; ZENDULKA, J.; BEDNÁŘ, D.; DAMBORSKÝ, J. SoluProt: prediction of soluble protein expression in Escherichia coli. BIOINFORMATICS, 2021, vol. 37, no. 1, p. 23-28. ISSN: 1367-4803.Detail
HRANICKÝ, R. Forenzní analýza šifrovaných dat. DSM Data Security Management, 2020, roč. 2020, č. 4, s. 14-18. ISSN: 1211-8737.Detail
MATOUŠEK, P.; BURGETOVÁ, I.; VICTOR, M. Mobile Device Fingerprinting. FIT-TR-2020-05, Brno: 2020. p. 0-0.Detail
VICTOR, M. PC Browser and Android Applications Fingerprinting. Brno: 2020. p. 0-0.Detail
WACHIURI, S. Security Analysis of the GOOSE Communication Protocol Using Statistical Profiling. Brno: 2020. p. 0-0.Detail
MUTUA, N. Application of Approximate Matching on Industrial Control System (ICS) Network Communication Using Ssdeep Algorithm. Brno: 2020. p. 0-0.Detail
HAVLENA, V.; HOLÍK, L.; MATOUŠEK, P. Learning Probabilistic Automata in the Context of IEC 104. IT-TR-2020-01, Brno: Faculty of Information Technology BUT, 2020. p. 0-0.Detail
OLIVEIRA, W.; PASTUSHENKO, O.; RODRIGUES, L.; TODA, A.; PALOMINO, P.; HAMARI, J.; ISOTANI, S. Does gamification affect flow experience? A systematic literature review. In GamiFIN Conference 2021. GamiFIN Conference 2021. Tampere: Association for Computing Machinery, 2021. p. 110-119. ISBN: 979-000-000-6.Detail
PLANAS-IGLESIAS, J.; PINTO, G.; MARQUES, S.; MUSIL, M.; DAMBORSKÝ, J.; ŠTOURAČ, J.; BEDNÁŘ, D. Computational design of enzymes for biotechnological applications. BIOTECHNOLOGY ADVANCES, 2021, vol. 47, no. 1, p. 1-22. ISSN: 0734-9750.Detail
MATOUŠEK, P.; KRAJČ, P. Monitoring of IoT Devices Using SNMP. IT-TR-2020-10, Brno: Faculty of Information Technology BUT, 2021. p. 0-0.Detail
MATOUŠEK, P.; PRISTAŠ, J.; MASÁROVÁ, M. Simulation of Industrial Processes using I/O Factory and UniPi. IT-TR-2020-09, Brno: Faculty of Information Technology BUT, 2021. p. 0-0.Detail
REGÉCIOVÁ, D.; KOLÁŘ, D.; MILKOVIČ, M. Pattern Matching in YARA: Improved Aho-Corasick Algorithm. IEEE Access, 2021, vol. 9, no. 1, p. 62857-62866. ISSN: 2169-3536.Detail
BURGETOVÁ, I.; MATOUŠEK, P.; MUTUA, N. Statistical Methods for Anomaly Detection in Industrial Communication. IT-TR-2021-01, Brno: Faculty of Information Technology BUT, 2021. p. 0-0.Detail
POLČÁK, L. CVE-2021-34571, CVE-2021-34572, CVE-2021-34573, CVE-2021-34576. Frankfurt am Main: 2021. p. 0-0.Detail
HRANICKÝ, R.; BREITINGER, F.; RYŠAVÝ, O.; SHEPPARD, J.; SCHAEDLER, F.; MORGENSTERN, H.; MALIK, S. What do incident response practitioners need to know? A skillmap for the years ahead. Forensic Science International: Digital Investigation, 2021, vol. 37, no. 2, p. 23-34. ISSN: 2666-2825.Detail
MATOUŠEK, P.; GROFČÍK, P. ICS Virtual Testbed. FIT-TR-2021-02, Brno: Faculty of Information Technology BUT, 2021. p. 0-0.Detail
KÖVÁRI, A.; KŘIVKA, Z.; MEDUNA, A. Evaluating Yona Language. In INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021. Lisabon: International Association for Development of the Information Society, 2021. p. 101-108. ISBN: 978-989-8704-34-4.Detail
MUTUA, N.; MATOUŠEK, P. Outlier Detection in Smart Grid Communication. Fast Abstracts and Student Forum Proceedings, 17th European Dependable Computing Conference. Munich: 2021. p. 1-4.Detail
HOLKOVIČ, M.; BOHUŠ, M.; RYŠAVÝ, O. Network Problem Diagnostics using Typographic Error Correction. In Proceedings of the 17th International Conference on Network Service Management (CNSM 2021). Izmir: Institute of Electrical and Electronics Engineers, 2021. p. 482-490. ISBN: 978-3-903176-36-2.Detail
MATOUŠEK, P. Bezpečnostní rizika IoT. Brno: 2021. s. 1-12.Detail
VESELÝ, V.; ZAVŘEL, J. Enhanced Interior Gateway Routing Protocol. Budapešť: 2020. p. 0-17.Detail
VESELÝ, V.; ZAVŘEL, J. Quality Control Methodology for Simulation Models of Computer Network Protocols. Proceedings of 8th Virutal OMNeT++ Community Summit. Ithaca, NY: Cornell University Library, 2021. p. 1-19. ISSN: 2331-8422.Detail
MATOUŠEK, P. Security of Smart Grid Communication. Brno: Faculty of Information Technology BUT, 2021. p. 0-0.Detail
RUDNITCKAIA, J.; VENKATASCHALAM, H.; ESSMANN, R.; HRUŠKA, T.; COLOMBO, A. Screening Process Mining and Value Stream Techniques on Industrial Manufacturing Processes: Process Modelling and Bottleneck Analysis. IEEE Access, 2022, vol. 2022, no. 10, p. 24203-24214. ISSN: 2169-3536.Detail
OLIVEIRA, W.; ISOTANI, S.; PASTUSHENKO, O.; HAMARI, J.; HRUŠKA, T. Modeling students' flow experience through data logs in gamified educational systems. In Proceedings - IEEE 21st International Conference on Advanced Learning Technologies, ICALT 2021. online: IEEE Communications Society, 2021. p. 97-101. ISBN: 978-1-6654-4106-3.Detail
POLČÁK, L.; MATOUŠEK, P. Metering Homes: Do Energy Efficiency and Privacy Need to be in Conflict?. In Proceedings of the 19th International Conference on Security and Cryptography. Lisabon: SciTePress - Science and Technology Publications, 2022. p. 47-58. ISBN: 978-989-758-590-6.Detail
JEŘÁBEK, K.; RYŠAVÝ, O.; BURGETOVÁ, I. Measurement and characterization of DNS over HTTPS traffic. 2022, vol. 2022, no. 2204, p. 1-27. ISSN: 2331-8422.Detail
ZÁMOCKÝ, M.; MUSIL, M.; BANCHENKO, M.; FERIANC, P.; CHOVANOVÁ, K.; BARÁTH, P.; POLJOVKA, A.; BEDNÁŘ, D. Deep Insights into the Specific Evolution of Fungal Hybrid B Heme Peroxidases. Biology, 2022, vol. 11, no. 3, p. 1-18. ISSN: 2079-7737.Detail
JEŘÁBEK, K.; HYNEK, K.; ČEJKA, T.; RYŠAVÝ, O. Collection of Datasets with DNS over HTTPS Traffic. Data in Brief (Online), 2022, vol. 2022, no. 42, p. 1-13. ISSN: 2352-3409.Detail
OLIVEIRA, W.; TENORIO, K.; HAMARI, J.; PASTUSHENKO, O.; ISOTANI, S. Predicting students' flow experience through behavior data in gamified educational systems. Smart Learning Environments, 2021, vol. 8, no. 1, p. 1-18. ISSN: 2196-7091.Detail
HAMMER, J.; KŘIVKA, Z. Practical Aspects of Membership Problem of Watson-Crick Context-free Grammars. In Proceedings 12th International Workshop on Non-Classical Models of Automata and Applications. Electronic Proceedings in Theoretical Computer Science, EPTCS. Debrecen: School of Computer Science and Engineering, University of New South Wales, 2022. p. 88-111. ISSN: 2075-2180.Detail
KLOBUČNÍKOVÁ, D.; KŘIVKA, Z.; MEDUNA, A. Conclusive Tree-Controlled Grammars. In Proceedings 12th International Workshop on Non-Classical Models of Automata and Applications. Electronic Proceedings in Theoretical Computer Science, EPTCS. Debrecen: School of Computer Science and Engineering, University of New South Wales, 2022. p. 112-125. ISSN: 2075-2180.Detail
POLČÁK, L. Responsible And Safe Home Metering: How to Design A Privacy-Friendly Metering System?. In Information Security and Privacy in Smart Devices: Tools, Methods, and Applications. Information Security and Privacy in Smart Devices: Tools, Methods, and Applications. Hershey, PA: IGI Global, 2023. p. 1-40. ISBN: 978-1-6684-5991-1.Detail
MUSIL, M.; JEŽÍK, A.; HAMŠÍKOVÁ, M.; ŠTOURAČ, J.; GALGONEK, J.; EYRILMEZ, S.; VONDRÁŠEK, J.; DAMBORSKÝ, J.; BEDNÁŘ, D. Fully automated virtual screening pipeline of FDA-approved drugs using Caver Web. Computational and Structural Biotechnology Journal, 2022, vol. 20, no. 1, p. 6512-6518. ISSN: 2001-0370.Detail
VELECKÝ, J.; HAMŠÍKOVÁ, M.; ŠTOURAČ, J.; MUSIL, M.; DAMBORSKÝ, J.; BEDNÁŘ, D.; MAZURENKO, S. SoluProtMutDB: A manually curated database of protein solubility changes upon mutations. Computational and Structural Biotechnology Journal, 2022, vol. 20, no. 1, p. 6339-6347. ISSN: 2001-0370.Detail
PASTUSHENKO, O.; PASSMORE, C. Play and Resistance: Intersecting Identities and Implicit Biases in Gamified Educational Tools. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Hamburg: Association for Computing Machinery, 2023. p. 1-7. ISBN: 978-1-4503-9422-2.Detail
VONDRÁČEK, M.; BAGGILI, I.; CASEY, P.; MEKNI, M. Rise of the Metaverse's Immersive Virtual Reality Malware and the Man-in-the-Room Attack & Defenses. COMPUTERS & SECURITY, 2023, vol. 127, no. 1, p. 1-13. ISSN: 0167-4048.Detail
BORKO, S.; HON, J.; BEDNÁŘ, D.; DAMBORSKÝ, J.; MARTÍNEK, T.; PROKOP, Z.; ŠTOURAČ, J.; ZENDULKA, J.: EnzymeMiner; EnzymeMiner: automated mining of soluble enzymes with diverse structures, catalytic properties and stabilities. https://loschmidt.chemi.muni.cz/enzymeminer/. URL: https://loschmidt.chemi.muni.cz/enzymeminer/. (software)Detail
MALÝ, V.; HYNEK, J.: geovisto-hierarchy; Geovisto: Hierarchy Tool. Github: https://github.com/geovisto/geovisto-hierarchy npm: https://www.npmjs.com/package/geovisto-hierarchy. URL: https://www.fit.vut.cz/research/product/767/. (software)Detail
SLÁMOVÁ, H.: CSD-Dataset; Dataset of smart devices communication. Datová sada je ke stažení na: https://ieee-dataport.org/documents/communication-smart-devices-0. URL: https://www.fit.vut.cz/research/product/690/. (software)Detail
ŠTOURAČ, J.; DÚBRAVA, J.; MUSIL, M.; HORÁČKOVÁ, J.; BEDNÁŘ, D.; DAMBORSKÝ, J.; MAZURENKO, S.: FireProtDB; FireProtDB. Databáze je zdarma dostupná na https://loschmidt.chemi.muni.cz/fireprotdb.. URL: https://www.fit.vut.cz/research/product/662/. (software)Detail
BURGET, R.: OwlDocGen; OwlDocGen ontology documentation generator. https://github.com/radkovo/OwlDocGen. URL: https://github.com/radkovo/OwlDocGen. (software)Detail
JEŘÁBEK, K.; STUCHLÝ, S.: DoH-dataset; DNS over HTTPS network traffic dataset. Datová sada je ke stažení na: https://ieee-dataport.org/documents/dns-over-https-network-traffic. URL: https://www.fit.vut.cz/research/product/696/. (software)Detail
HRANICKÝ, R.; POLČÁK, L.: SensorAPI-JSR-Wrappers; Anti-fingerprinting Generic Sensor API Wrappers for JSRestrictor. https://github.com/ihranicky/jsrestrictor. URL: https://github.com/ihranicky/jsrestrictor. (software)Detail
BEDNÁŘ, M.; SCHAUER, M.: WebCrawler; Analyzer of JavaScript calls on web pages. https://polcak.github.io/jsrestrictor-dev/blogarticles/crawling_results.html. URL: https://polcak.github.io/jsrestrictor-dev/blogarticles/crawling_results.html. (software)Detail
MATOUŠEK, P.; RYŠAVÝ, O.: FACTORY20; MODBUS Dataset for ICS Anomaly Detection. Datová sada je ke stažení na: https://ieee-dataport.org/documents/modbus-dataset-ics-anomaly-detection. URL: https://www.fit.vut.cz/research/product/707/. (software)Detail
BURGET, R.: FitLayoutWebClient; FitLayout Web Client. https://github.com/FitLayout/PageView. URL: https://github.com/FitLayout/PageView. (software)Detail
MATOUŠEK, P.; RYŠAVÝ, O.; GROFČÍK, P.: ICS-dataset; ICS Dataset for Smart Grid Anomaly Detection. Datová sada je k dispozici na https://ieee-dataport.org/documents/ics-dataset-smart-grid-anomaly-detection.. URL: https://www.fit.vut.cz/research/product/714/. (software)Detail
HON, J.; MARUŠIAK, M.; MARTÍNEK, T.; KUNKA, A.; ZENDULKA, J.; BEDNÁŘ, D.; DAMBORSKÝ, J.: SoluProt; SoluProt: prediction of soluble protein expression in Escherichia coli. https://loschmidt.chemi.muni.cz/soluprot/. URL: https://loschmidt.chemi.muni.cz/soluprot/. (software)Detail
VESELÝ, V.; ZAVŘEL, J.: INET 4: BGP. Integrováno do INET 4 frameworku, viz https://github.com/inet-framework/inet/pull/. URL: https://www.fit.vut.cz/research/product/725/. (software)Detail
HRANICKÝ, R.; POLIŠENSKÝ, J.; HORÁK, A.: DomainRadar; DomainRadar - Detector of Malicious Domains (prototype). Aplikace je ke stažení v přiložených souborech.. URL: https://www.fit.vut.cz/research/product/742/. (software)Detail
BURGET, R.: FitLayoutPDF; PDF Renderer for FitLayout. https://github.com/FitLayout/FitLayout/tree/main/fitlayout-render-pdf. URL: https://github.com/FitLayout/FitLayout/tree/main/fitlayout-render-pdf. (software)Detail
VELECKÝ, J.; HAMŠÍKOVÁ, M.; ŠTOURAČ, J.; MUSIL, M.; DAMBORSKÝ, J.; BEDNÁŘ, D.; MAZURENKO, S.: SoluProtMutDB; SoluProtMutDB. Databáze je zdarma dostupná na https://loschmidt.chemi.muni.cz/soluprotmutdb/.. URL: https://www.fit.vut.cz/research/product/764/. (software)Detail
VESELÝ, V.; ZAVŘEL, J.: INET 4: EIGRP; INET 4: EIGRP. Integrováno do INET 4 frameworku, viz https://github.com/inet-framework/inet/pull/570. URL: https://www.fit.vut.cz/research/product/684/. (software)Detail