Project Details

Integrovaná platforma pro zpracování digitálních dat z bezpečnostních incidentů

Project Period: 1. 1. 2017 – 30. 6. 2020

Project Type: grant

Code: VI20172020062

Agency: Ministerstvo vnitra ČR

Program: Bezpečnostní výzkum České republiky 2015-2020

English title
Integrated platform for analysis of digital data from security incidents
Type
grant
Keywords

network security, forensics data analysis, cyber crime, machine learning, data
mining

Abstract

The proposed project deals with the experimental development of advanced methods
and tools of network security analysis based on data mining, machine learning,
visual analytics and their implementation as a forensic platform. The project
outcome will be demonstrated using practical cases studies, namely,
identification of P2P traffic, forensics analysis of mobile devices and
investigation of Bitcoin incidents.

Team members
Matoušek Petr, doc. Ing., Ph.D., M.A. (DIFS) – research leader
Burget Radek, doc. Ing., Ph.D. (DIFS)
Burgetová Ivana, Ing., Ph.D. (DIFS)
Grégr Matěj, Ing., Ph.D. (DIFS)
Hranický Radek, Ing., Ph.D. (DIFS)
Hynek Jiří, Ing., Ph.D. (DIFS)
Jeřábek Kamil, Ing., Ph.D. (DIFS)
Pluskal Jan, Ing., Ph.D. (DIFS)
Podermański Tomáš, Ing. (CIS ‒ Infrastructure)
Polčák Libor, Ing., Ph.D. (DIFS)
Rychlý Marek, RNDr., Ph.D. (DIFS)
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS)
Veselý Vladimír, Ing., Ph.D. (DIFS)
Files
Publication Results

2021

  • 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

2020

  • POLČÁK, L. Soukromí uživatelů v prostředí internetové reklamy na českém webu. DSM Data Security Management, 2020, roč. 2020, č. 1, s. 11-16. ISSN: 1211-8737. Detail

2019

  • BURGET, R. Model-Based Integration of Unstructured Web Data Sources Using Graph Representation of Document Contents. In 15th International Conference on Web Information Systems and Technologies. Vienna: SciTePress - Science and Technology Publications, 2019. p. 326-333. ISBN: 978-989-758-386-5. Detail
  • HRANICKÝ, R.; LIŠTIAK, F.; MIKUŠ, D.; RYŠAVÝ, O. On Practical Aspects of PCFG Password Cracking. In Data and Applications Security and Privacy. Lecture Notes in Computer Science. Charleston: Springer Nature Switzerland AG, 2019. no. 11559, p. 43-60. ISBN: 978-3-030-22478-3. ISSN: 0302-9743. Detail
  • HRANICKÝ, R.; ZOBAL, L.; RYŠAVÝ, O.; KOLÁŘ, D. Distributed password cracking with BOINC and hashcat. Digital Investigation, 2019, vol. 30, no. 1, p. 161-172. ISSN: 1742-2876. Detail
  • JEŘÁBEK, K.; RYŠAVÝ, O. Big Data Network Flow Processing Using Apache Spark. In Proceedings of the 6th Conference on the Engineering of Computer Based Systems (ECBS 2019), 2019. Bukurešť: Association for Computing Machinery, 2019. p. 1-9. ISBN: 978-1-4503-7636-5. Detail
  • POLČÁK, L. Wireless M-Bus: Kdo ví, že perete?. DSM Data Security Management, 2019, roč. 2019, č. 4, s. 13-17. ISSN: 1211-8737. Detail

2018

  • MATOUŠEK, P.; SCHMIEDECKER, M. Digital Forensics and Cyber Crime. 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. Cham: Springer International Publishing, 2018. 235 p. ISBN: 978-3-319-73697-6. Detail
  • RYCHLÝ, M.; RYŠAVÝ, O. Big Data Security Analysis with TARZAN Platform. Journal of Cyber Security and Mobility, 2018, vol. 8, no. 2, p. 165-188. ISSN: 2245-1439. Detail
  • VONDRÁČEK, M.; PLUSKAL, J.; RYŠAVÝ, O. Automated Man-in-the-Middle Attack Against Wi-Fi Networks. Journal of Digital Forensics Security and Law, 2018, vol. 2018, no. 13, p. 59-80. ISSN: 1558-7215. Detail

2017

  • HRANICKÝ, R.; ZOBAL, L.; VEČEŘA, V.; MATOUŠEK, P. Distributed Password Cracking in a Hybrid Environment. Proceedings of SPI 2017. Brno: University of Defence in Brno, 2017. p. 75-90. ISBN: 978-80-7231-414-0. Detail
  • RYCHLÝ, M.; RYŠAVÝ, O. TARZAN: An Integrated Platform for Security Analysis. In Proceedings of the 2017 Federated Conference on Computer Science and Information Systems. Annals of Computer Science and Information Systems, Volume 11. Praha: IEEE Computer Society, 2017. p. 561-567. ISBN: 978-83-946253-7-5. Detail
Applied Results

2020

2019

2018

2017

Results with Impact on Practice

2019

2018

2017

Other Results

2020

2019

2018

2017

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