Integrovaná platforma pro zpracování digitálních dat z bezpečnostních incidentů

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. (UIFS FIT VUT) , research leader
Burget Radek, doc. Ing., Ph.D. (UIFS FIT VUT) , team leader
Burgetová Ivana, Ing., Ph.D. (UIFS FIT VUT) , team leader
Grégr Matěj, Ing., Ph.D. (UIFS FIT VUT) , team leader
Hranický Radek, Ing., Ph.D. (UIFS FIT VUT) , team leader
Hynek Jiří, Ing., Ph.D. (UIFS FIT VUT) , team leader
Jeřábek Kamil, Ing., Ph.D. (UIFS FIT VUT) , team leader
Pluskal Jan, Ing., Ph.D. (UIFS FIT VUT) , team leader
Podermański Tomáš, Ing. (CVIS VUT) , team leader
Polčák Libor, Ing., Ph.D. (UIFS FIT VUT) , team leader
Rychlý Marek, RNDr., Ph.D. (UIFS FIT VUT) , team leader
Ryšavý Ondřej, doc. Ing., Ph.D. (UIFS FIT VUT) , team leader
Veselý Vladimír, Ing., Ph.D. (UIFS FIT VUT) , team leader

Files

Publications

2021

MATOUŠEK Petr, BURGETOVÁ Ivana, RYŠAVÝ Ondřej and VICTOR Malombe. 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, vol. 351. Boston: Springer International Publishing, 2021, pp. 1-22. ISBN 978-3-030-68733-5. Detail

2020

BURGET Radek and RYCHLÝ Marek. Extrakce událostí ze souborových systémů - Návrh a implementace distribuované architektury. FIT-TR-2020-08, Brno: Faculty of Information Technology BUT, 2020. Detail
MATOUŠEK Petr, BURGETOVÁ Ivana and VICTOR Malombe. Mobile Device Fingerprinting. FIT-TR-2020-05, Brno, 2020. Detail
POLČÁK Libor. Soukromí uživatelů v prostředí internetové reklamy na českém webu. DSM Data Security Management, vol. 2020, no. 1, pp. 11-16. ISSN 1211-8737. Detail
HRANICKÝ Radek, ZOBAL Lukáš, VEČEŘA Vojtěch, MÚČKA Matúš, HORÁK Adam, BOLVANSKÝ Dávid and ŽENČÁK Tomáš. The architecture of Fitcrack distributed password cracking system, version 2. FIT-TR-2020-04, Brno: Faculty of Information Technology BUT, 2020. Detail

2019

JEŘÁBEK Kamil. Big Data cluster založený na kontejnerech. FIT-TR-2019-04, Brno: Faculty of Information Technology BUT, 2019. Detail
JEŘÁBEK Kamil and RYŠAVÝ Ondřej. 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, pp. 1-9. ISBN 978-1-4503-7636-5. Detail
VESELÝ Vladimír. Cryptocurrency Investigation Workshop. Kuala Lumpur, 2019. Detail
HRANICKÝ Radek, ZOBAL Lukáš, RYŠAVÝ Ondřej and KOLÁŘ Dušan. Distributed password cracking with BOINC and hashcat. Digital Investigation, vol. 30, no. 1, 2019, pp. 161-172. ISSN 1742-2876. Detail
JEŘÁBEK Kamil. DNS Over HTTPS Analysis and Detection in Regular HTTPS. FIT-TR-2019-05, Brno: Faculty of Information Technology BUT, 2019. Detail
VESELÝ Vladimír. Hunting Down Cryptocurrency Users. Dubaj, 2019. Detail
VESELÝ Vladimír. Hunting Down Cryptocurrency Users. Praha, 2019. Detail
HRANICKÝ Radek, MIKUŠ Dávid and ZOBAL Lukáš. Lámání hesel pomocí pravděpodobnostních gramatik. FIT-TR-2019-03, Brno: Faculty of Information Technology BUT, 2019. Detail
BURGET Radek. 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, pp. 326-333. ISBN 978-989-758-386-5. Detail
HRANICKÝ Radek, LIŠTIAK Filip, MIKUŠ Dávid and RYŠAVÝ Ondřej. On Practical Aspects of PCFG Password Cracking. In: Data and Applications Security and Privacy. Charleston: Springer Nature Switzerland AG, 2019, pp. 43-60. ISBN 978-3-030-22478-3. ISSN 0302-9743. Detail
PLUSKAL Jan and VESELÝ Vladimír. SSL/TLS Interception Workshop. Praha, 2019. Detail
PLUSKAL Jan and VESELÝ Vladimír. SSL/TLS Interception Workshop (TLS1.3 edition). Kuala Lumpur, 2019. Detail
VESELÝ Vladimír. Towards Fully Automated Infinitely Scalable and Maximally Effective Password Cracking of Encrypted Documents. Dubai, 2019. Detail
VESELÝ Vladimír. Towards Fully Automated Infinitely Scalable and Maximally Effective Password Cracking of Encrypted Documents. Praha, 2019. Detail
POLČÁK Libor. Wireless M-Bus: Kdo ví, že perete?. DSM Data Security Management, vol. 2019, no. 4, pp. 13-17. ISSN 1211-8737. Detail
VESELÝ Vladimír. Workshop on Evidence Collection and Analysis of Webpages. Kuala Lumpur, 2019. Detail

2018

VONDRÁČEK Martin, PLUSKAL Jan and RYŠAVÝ Ondřej. Automated Man-in-the-Middle Attack Against Wi-Fi Networks. The Journal of Digital Forensics, Security and Law, vol. 2018, no. 13, pp. 59-80. ISSN 1558-7215. Detail
RYCHLÝ Marek and RYŠAVÝ Ondřej. Big Data Security Analysis with TARZAN Platform. Journal of Cyber Security and Mobility, vol. 8, no. 2, 2018, pp. 165-188. ISSN 2245-1439. Detail
POLČÁK Libor. Co skrývá síť BitTorrent?. FIT-TR-2018-05, Brno, 2018. Detail
VESELÝ Vladimír. Cryptocurrency Forensics Utilizing a Multi-currency Blockchain Explorer. Praha, 2018. Detail
MATOUŠEK Petr and SCHMIEDECKER Martin. Digital Forensics and Cyber Crime. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. Cham: Springer International Publishing, 2018. ISBN 978-3-319-73697-6. Detail
HRANICKÝ Radek, ZOBAL Lukáš, VEČEŘA Vojtěch and MÚČKA Matúš. Distribuce výpočtů pro nástroj hashcat. FIT-TR-2018-04, Brno, 2018. Detail
BURGET Radek. Distribuované zpracování a analýza dat ze sociálních sítí - Návrh a implementace distribuované architektury. FIT-TR-2018-07, Brno: Faculty of Information Technology BUT, 2018. Detail
VESELÝ Vladimír. Hunting Down Cryptocurrency Users. Kuala Lumpur, 2018. Detail
VESELÝ Vladimír and PLUSKAL Jan. SSL/TLS Interception Workshop. Kuala Lumpur, 2018. Detail
HRANICKÝ Radek, ZOBAL Lukáš, VEČEŘA Vojtěch and MÚČKA Matúš. The architecture of Fitcrack distributed password cracking system. FIT-TR-2018-03, Brno: Faculty of Information Technology BUT, 2018. Detail
PLUSKAL Jan and VESELÝ Vladimír. TLS/SSL Decryption Workshop. Praha, 2018. Detail
VESELÝ Vladimír. Towards Fully Automated Infinitely Scalable and Maximally Effective Password Cracking of Encrypted Documents. Kuala Lumpur, 2018. Detail

2017

PLUSKAL Jan and RYŠAVÝ Ondřej. Detection, and Analysis of SIP Fraud Attack on 100Gb Ethernet with NEMEA System. Pristina, 2017. Detail
VESELÝ Vladimír. Detekce kryptoměnových těžařů. FIT-TR-2017-03, Brno, 2017. Detail
MATOUŠEK Petr. Detekce mobilních zařízení v síťové komunikaci. FIT-TR-2017-08, Brno: Faculty of Information Technology BUT, 2017. Detail
HRANICKÝ Radek, ZOBAL Lukáš, VEČEŘA Vojtěch and MATOUŠEK Petr. Distributed Password Cracking in a Hybrid Environment. In: Proceedings of SPI 2017. Brno: University of Defence in Brno, 2017, pp. 75-90. ISBN 978-80-7231-414-0. Detail
PLUSKAL Jan, LICHTNER Ondrej and RYŠAVÝ Ondřej. Netfox Detective - Identifikace aplikačních protokolů pomocí algoritmů strojového učení. FIT-TR-2017-05, 2017. Detail
PLUSKAL Jan. Netfox Detective 2.0 - Nástroj pro síťovou forenzní analýzu. FIT-TR-2017-06: Faculty of Information Technology BUT, 2017. Detail
RYCHLÝ Marek and RYŠAVÝ Ondřej. Platforma pro zpracovaní dat síťové forenzní analýzy. FIT-TR-2017-07, Brno, 2017. Detail
BURGET Radek. Sociální sítě: Sběr a analýza dat v souvislosti s bezpečnostními incidenty. FIT-TR-2017-11, Brno: Faculty of Information Technology BUT, 2017. Detail
RYCHLÝ Marek and RYŠAVÝ Ondřej. 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, pp. 561-567. ISBN 978-83-946253-7-5. Detail
POLČÁK Libor. Základní informace o síti Tor. FIT-TR-2017-01, Brno, 2017. Detail

Products

2020

Digital forensic platform, specimen, 2020
Authors: Burget Radek, Jeřábek Kamil, Matoušek Petr, Polčák Libor, Rychlý Marek, Ryšavý Ondřej, Veselý Vladimír, Hynek Jiří Detail
JavaScript Restrictor, software, 2020
Authors: Polčák Libor, Timko Martin, Pohner Pavel, Horňák Peter, Červinka Zbyněk, Bednář Martin Detail
Tool for mobile app fingerprinting, software, 2020
Authors: Matoušek Petr Detail
Toreator, software, 2020
Authors: Polčák Libor Detail

2019

Big Data Containerized Cluster, software, 2019
Authors: Jeřábek Kamil Detail
DeMixer, software, 2019
Authors: Veselý Vladimír, Anton Matyáš Detail
proof_platform: Platform for automated analysis and archiving of data from the web, software, 2019
Authors: Kocman Tomáš, Polčák Libor Detail
Tool for Distributed Extraction of Timestamped Events from Files, software, 2019
Authors: Rychlý Marek, Burget Radek Detail
Tool for mobile device profiling using network communication, software, 2019
Authors: Matoušek Petr Detail
Winit, software, 2019
Authors: Kocman Tomáš, Polčák Libor Detail

2018

A Tool for Distributed Data Acquisition from Social Networks, software, 2018
Authors: Tutko Jakub, Burget Radek Detail
Banana Pi BPI-R2 Cluster Prototype, specimen, 2018
Authors: Letavay Viliam, Pluskal Jan, Jeřábek Kamil Detail
Cryptoalarm, software, 2018
Authors: Veselý Vladimír, Vokráčko Lukáš Detail
DHT-crawler, software, 2018
Authors: Vaško Martin, Polčák Libor Detail
Distributed Forensic Digital Data Repository, software, 2018
Authors: Josefík Martin, Rychlý Marek Detail
Docker Infrastructure for TARZAN Platform, software, 2018
Authors: Rychlý Marek Detail
Fitcrack 2.0, specimen, 2018
Authors: Hranický Radek, Zobal Lukáš, Večeřa Vojtěch, Múčka Matúš Detail
Java library for PCAP files processing in Apache SPARK, software, 2018
Authors: Béder Michal, Ryšavý Ondřej Detail
NTPAC - Network Traffic Packet Analysing Cluster, software, 2018
Authors: Letavay Viliam, Pluskal Jan Detail
sMaSheD - Mining server detector, software, 2018
Authors: Veselý Vladimír, Kelečéni Jakub, Cagaš Martin Detail
System for DDoS attack mitigation using commodity hardware, specimen, 2018
Authors: Nagy Peter, Grégr Matěj, Podermański Tomáš Detail

2017

AppIdent - Tool for Network Application Protocols Identification, software, 2017
Authors: Pluskal Jan Detail
DDoS Generator, software, 2017
Authors: Podermański Tomáš Detail
Netfox Detective 2.0 - Tool for Network Forensic Analysis, software, 2017
Authors: Pluskal Jan Detail
Network communication capturing tool with additional application protocol metadata for Windows, Linux, and BSD, software, 2017
Authors: Zuzelka Jozef, Pluskal Jan, Ryšavý Ondřej, Matoušek Petr Detail
RDF4J Class Builder, software, 2017
Authors: Burget Radek Detail
Timeline Analyzer, software, 2017
Authors: Burget Radek Detail
Tool for data extraction from Android devices, software, 2017
Authors: Bažík Martin, Matoušek Petr Detail
Tool for detection of mobile device in network communication, software, 2017
Authors: Havlík Jan, Matoušek Petr Detail