Project detail

Metody AI pro zabezpečení kybernetického prostoru a řídicí systémy

Duration: 01.03.2020 — 28.02.2023

On the project

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.

Mark

FIT-S-20-6293

Default language

Czech

People responsible

Bartík Vladimír, Ing., Ph.D. - fellow researcher
Beníčková Zuzana, Ing. - fellow researcher
Burget Radek, Ing., Ph.D. - fellow researcher
Burgetová Ivana, Ing., Ph.D. - fellow researcher
Dvořák Tomáš, Ing. - fellow researcher
Grégr Matěj, Ing., Ph.D. - fellow researcher
Grofčík Peter, Bc. - fellow researcher
Hon Jiří, Ing. - fellow researcher
Hranický Radek, Ing. - fellow researcher
Hruška Tomáš, prof. Ing., CSc. - fellow researcher
Hynek Jiří, Ing., Ph.D. - fellow researcher
Imeri Arbnor, M.Eng., MSc - fellow researcher
Jeřábek Kamil, Ing. - fellow researcher
Klobučníková Dominika, Ing. - fellow researcher
Kocman Radim, Ing. - fellow researcher
Kolář Dušan, doc. Dr. Ing. - fellow researcher
Koutenský Michal, Ing. - fellow researcher
Kövári Adam, Mgr. - fellow researcher
Krajč Patrik, Bc. - fellow researcher
Kreslíková Jitka, doc. RNDr., CSc. - fellow researcher
Křivka Zbyněk, Ing., Ph.D. - fellow researcher
Květoňová Šárka, Ing., Ph.D. - fellow researcher
Masárová Mária, Bc. - fellow researcher
Meduna Alexandr, prof. RNDr., CSc. - fellow researcher
Musil Miloš, Ing. - fellow researcher
Pastushenko Olena, Ing. - fellow researcher
Polčák Libor, Ing., Ph.D. - fellow researcher
Pristaš Ján, Bc. - fellow researcher
Regéciová Dominika, Ing. - fellow researcher
Rudnitckaia Julia, Mgr. - fellow researcher
Rychlý Marek, RNDr., Ph.D. - fellow researcher
Ryšavý Ondřej, doc. Ing., Ph.D. - fellow researcher
Škarvada Libor, RNDr. - fellow researcher
Tomko Martin, Ing. - fellow researcher
Večeřa Vojtěch, Ing. - fellow researcher
Veselý Vladimír, Ing., Ph.D. - fellow researcher
Victor Malombe - fellow researcher
Vondráček Martin, Ing. - fellow researcher
Youssef Sawsan, Ing. - fellow researcher
Zendulka Jaroslav, doc. Ing., CSc. - fellow researcher
Zobal Lukáš, Ing. - fellow researcher
Matoušek Petr, Ing., Ph.D., M.A. - principal person responsible

Units

Department of Information Systems
- (2020-01-01 - 2022-12-31)
Faculty of Information Technology
- (2020-01-01 - 2022-12-31)

Funding resources

Brno University of Technology - Vnitřní projekty VUT

- whole funder (2020-01-01 - 2021-12-31)

Results

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

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

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. 0000, no. 0000, 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. Hybrid SDN Network Interoperability Issues from Routing and Security Policy Perspective. In 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: 1-234-56789-X.
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. 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 2020. p. 0-0.
Detail

MATOUŠEK, P.; RYŠAVÝ, O.; POLČÁK, L. Unified SNMP Interface for IoT Monitoring. In Proceedings of the IEEE/IFIP International Workshop on Internet of Things Management. 2021. p. 0-0.
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.; BEDNÁŘ, D.; DAMBORSKÝ, J.; KUNKA, A.; ZENDULKA, J. SoluProt: prediction of soluble protein expression in Escherichia coli. BIOINFORMATICS, 2020, p. 0-0. 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.
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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: 2020. p. 0-0.
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

MARQUES, S.; DAMBORSKÝ, J.; MUSIL, M.; 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

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