Publication Records

BEURAN, Razvan, Jan VYKOPAL, Daniela BELAJOVÁ, Pavel ČELEDA, Yasuo TAN and Yoichi SHINODA. Capability Assessment Methodology and Comparative Analysis of Cybersecurity Training Platforms. Computers & Security. Elsevier, 2023, vol. 128, No 103120, p. 1-14. ISSN 0167-4048. Available from: https://dx.doi.org/10.1016/j.cose.2023.103120.

ČERMÁK, Milan and Petr VELAN. How can network traffic lie? DFRWS EU 2023, 2023.

ČERMÁK, Milan, Tatiana FRITZOVÁ, Vít RUSŇÁK and Denisa ŠRÁMKOVÁ. Using relational graphs for exploratory analysis of network traffic data. Forensic Science International: Digital Investigation. 2023, vol. 45, S, p. 1-10. ISSN 2666-2825. Available from: https://dx.doi.org/10.1016/j.fsidi.2023.301563.

ČERMÁK, Milan. Incident Investigation: From Packets to Graph-Based Analysis. In International Workshop on Graph-based network Security (GraSec) in conjunction with IEEE/IFIP Network Operations and Management Symposium NOMS 2022. 2022.

HUSÁK, Martin and Milan ČERMÁK. SoK: Applications and Challenges of using Recommender Systems in Cybersecurity Incident Handling and Response. Online. In The 17th International Conference on Availability, Reliability and Security (ARES 2022). Vienna: ACM, 2022, p. "25:1"-"25:10", 10 pp. ISBN 978-1-4503-9670-7. Available from: https://dx.doi.org/10.1145/3538969.3538981.

ČERMÁK, Milan. Toward Graph-Based Network Traffic Analysis and Incident Investigation. In DFRWS EU 2022. 2022.

ČERMÁK, Milan and Denisa ŠRÁMKOVÁ. GRANEF: Utilization of a Graph Database for Network Forensics. Online. In Sabrina De Capitani di Vimercati, Pierangela Samarati. Proceedings of the 18th International Conference on Security and Cryptography. Portugal: SCITEPRESS, 2021, p. 785-790. ISBN 978-989-758-524-1. Available from: https://dx.doi.org/10.5220/0010581807850790.

ČERMÁK, Milan. Graph-based Network Traffic Analysis for Incident Investigation. In The 16th International Conference on Availability, Reliability and Security. 2021.

ČEGAN, Jakub, Vladimír ROHEL, Milan ČERMÁK, Petr VELAN, Vojtěch HAMERSKÝ, Natálie VELECKÁ, Martin LEBEDA, Tomáš KACVINSKÝ and Zdeněk VYDRA. Kyberbezpečnost lékařských přístrojů (Cybersecurity of medical appliances). 2021.

ČERMÁK, Milan and Pavel ČELEDA. Stream-Based IP Flow Analysis. Online. In Toufik Ahmed, Olivier Festor, Yacine Ghamri-Doudane, Joon-Myung Kang, Alberto E. Schaeffer-Filho, Radu State, Burkhard Stiller. IFIP/IEEE International Symposium on Integrated Network Management, IM 2021. Bordeaux, France: IFIP Open Digital Library, 2021, p. 736-741. ISBN 978-3-903176-32-4.

ČEGAN, Jakub, Tomáš KACVINSKÝ, Zdeněk VYDRA, Martin LEBEDA, Jakub Bartolomej KOŠUTH, Petr VELAN, Milan ČERMÁK, Andrej TOMČI, Ivo NUTÁR, Martin LAŠTOVIČKA, Natálie VELECKÁ, Pavla VIZVÁRY, Vojtěch HAMERSKÝ, Daniel KOUŘIL, Ondřej BUDAY, Martin KOTLÍK, Vladimír ROHEL, Jiří SÝKORA, Michal ZVÁNOVEC, Filip GRÉGR and Petr SLAVÍK. Virtualizované prostředí pro trénink CSIRT týmu (Virtual environment for training of the CSIRT teams). 2021.

REBOK, Tomáš, Michal BATKO, Milan ČERMÁK, Martin DRAŠAR, Daniel TOVARŇÁK, Pavel ZEZULA, Martin MACÁK, Matúš GUOTH, Matej BABEJ, Dávid BRILLA and Martin KAŽIMÍR. ANALYZA – Datový sklad (ANALYZA – Dara Warehouse). 2020.

REBOK, Tomáš, Michal BATKO, Milan ČERMÁK, Martin DRAŠAR, Jarešová MIROSLAVA, Barbora KOZLÍKOVÁ, Kristína ZÁKOPČANOVÁ, Pavel ZEZULA, Katarína FURMANOVÁ, Marko ŘEHÁČEK, Jozef BÁTRNA and Daniel PLAKINGER. ANALYZA – Vizualizační komponenta – Visilant (ANALYZA – Visualization Component – Visilant). 2020.

REBOK, Tomáš, Michal BATKO, Milan ČERMÁK, Barbora KOZLÍKOVÁ, Vladimír MÍČ, Filip NÁLEPA, David NOVÁK, Daniel TOVARŇÁK, Pavel ZEZULA, Jakub PESCHEL, Kasanič DENIS, Denisa ŠRÁMKOVÁ, Erik HRICIŠÁK, Vladimír LAZÁRIK and Kristián GUTIČ. ANALYZA – Výpočetní a orchestrační subsystém (ANALYZA – Computation and Orchestration Subsystem). 2020.

ČERMÁK, Milan, Martin LAŠTOVIČKA and Tomáš JIRSÍK. Real-time Pattern Detection in IP Flow Data using Apache Spark. Online. In 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). Washington DC, USA: IEEE, 2019, p. 521-526. ISBN 978-1-7281-0618-2.

ČELEDA, Pavel, Jakub ČEGAN, Kamil ANDONIADIS, Milan ČERMÁK, Jan DUDA, Vlastimil HOLER, Ľuboš HYŽÁK, Boris JADUŠ, Jakub KADAŠI, David LEŠKA, Martin MACHÁČ, Ivo NUTÁR, Radek OŠLEJŠEK, Dominik PILÁR, Tomáš PLESNÍK, Michal PROCHÁZKA, Tomáš REBOK, Vít RUSŇÁK, Miloslav STANĚK, Pavel ŠEDA, Valdemar ŠVÁBENSKÝ, Daniel TOVARŇÁK, Petr VELAN, Martin VIZVÁRY, Jan VYKOPAL and Tatiana ZBONČÁKOVÁ. Software pro simulaci obecných i kritických informačních infrastruktur (Software for simulation of generic and critical information infrastructures). 2019.

ČERMÁK, Milan. Trace-Share: Towards Provable Network Traffic Measurement and Analysis. 2019.

ŠVÁBENSKÝ, Valdemar, Jan VYKOPAL, Milan ČERMÁK and Martin LAŠTOVIČKA. Enhancing Cybersecurity Skills by Creating Serious Games. Online. In Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE'18). Larnaca, Cyprus: ACM, 2018, p. 194-199. ISBN 978-1-4503-5707-4. Available from: https://dx.doi.org/10.1145/3197091.3197123.

ČERMÁK, Milan, Tomáš JIRSÍK, Petr VELAN, Jana KOMÁRKOVÁ, Stanislav ŠPAČEK, Martin DRAŠAR and Tomáš PLESNÍK. Towards Provable Network Traffic Measurement and Analysis via Semi-Labeled Trace Datasets. Online. In 2018 Network Traffic Measurement and Analysis Conference (TMA). Vienna, Austria: IEEE, 2018, p. 1-8. ISBN 978-3-903176-09-6. Available from: https://dx.doi.org/10.23919/TMA.2018.8506498.

HUSÁK, Martin and Milan ČERMÁK. A Graph-based Representation of Relations in Network Security Alert Sharing Platforms. Online. In Prosper Chemouil, Edmundo Monteiro, Marinos Charalambides, Edmundo Madeira, Paulo Simões, Stefano Secci, Luciano Paschoal Gaspary, Carlos Raniery P. dos Santos. 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). Lisbon: IEEE, 2017, p. 891-892. ISBN 978-3-901882-89-0. Available from: https://dx.doi.org/10.23919/INM.2017.7987399.

HUSÁK, Martin, Milan ČERMÁK, Martin LAŠTOVIČKA and Jan VYKOPAL. Exchanging Security Events: Which And How Many Alerts Can We Aggregate?. Online. In Prosper Chemouil, Edmundo Monteiro, Marinos Charalambides, Edmundo Madeira, Paulo Simões, Stefano Secci, Luciano Paschoal Gaspary, Carlos Raniery P. dos Santos. 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). Lisbon: IEEE, 2017, p. 604-607. ISBN 978-3-901882-89-0. Available from: https://dx.doi.org/10.23919/INM.2017.7987340.

ŽÁDNÍK, Martin, Jan WRONA, Pavel KROBOT, Pavel MINAŘÍK, Jan BARIENČÍK, Tomáš JIRSÍK, Milan ČERMÁK and Daniel TOVARŇÁK. Systém pro sběr, uchování a analýzu síťových dat velkého rozsahu (System for collecting, storing and analysis of large IP flow data). 2017.

JIRSÍK, Tomáš, Milan ČERMÁK, Daniel TOVARŇÁK and Pavel ČELEDA. Toward Stream-Based IP Flow Analysis. IEEE Communications Magazine. IEEE, 2017, vol. 55, No 7, p. 70-76. ISSN 0163-6804. Available from: https://dx.doi.org/10.1109/MCOM.2017.1600972.

ČERMÁK, Milan, Daniel TOVARŇÁK, Martin LAŠTOVIČKA and Pavel ČELEDA. A Performance Benchmark of NetFlow Data Analysis on Distributed Stream Processing Systems. In Sema Oktug, Mehmet Ulema, Cicek Cavdar, Lisandro Zambenedetti Granville, Carlos Raniery P. dos Santos. NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium. Istanbul, Turkey: IEEE Xplore Digital Library, 2016, p. 919-924. ISBN 978-1-5090-0223-8. Available from: https://dx.doi.org/10.1109/NOMS.2016.7502926.

ČERMÁK, Milan and Pavel ČELEDA. Detecting Advanced Network Threats Using a Similarity Search. In Badonnel, Rémi and Koch, Robert and Pras, Aiko and Drašar, Martin and Stiller, Burkhard. Management and Security in the Age of Hyperconnectivity. 9701st ed. Munich, Germany: Springer International Publishing, 2016, p. 137-141. ISBN 978-3-319-39813-6. Available from: https://dx.doi.org/10.1007/978-3-319-39814-3_14.

HUSÁK, Martin, Milan ČERMÁK, Tomáš JIRSÍK and Pavel ČELEDA. HTTPS Traffic Analysis and Client Identification Using Passive SSL/TLS Fingerprinting. EURASIP Journal on Information Security. 2016, vol. 2016, No 1, p. 1-14. ISSN 2510-523X. Available from: https://dx.doi.org/10.1186/s13635-016-0030-7.

JIRSÍK, Tomáš, Milan ČERMÁK and Pavel ČELEDA. On Information Value of Top N Statistics. In 2016 6th International Conference on IT Convergence and Security (ICITCS). USA: Institute of Electrical and Electronic Engineers, 2016, p. 255-259. ISBN 978-1-5090-3764-3. Available from: https://dx.doi.org/10.1109/ICITCS.2016.7740357.

ČERMÁK, Milan, Tomáš JIRSÍK and Martin LAŠTOVIČKA. Real-time Analysis of NetFlow Data for Generating Network Traffic Statistics using Apache Spark. In Sema Oktug, Mehmet Ulema, Cicek Cavdar, Lisandro Zambenedetti Granville, Carlos Raniery P. dos Santos. NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium. Istanbul, Turkey: IEEE Xplore Digital Library, 2016, p. 1019-1020. ISBN 978-1-5090-0223-8. Available from: https://dx.doi.org/10.1109/NOMS.2016.7502952.

JIRSÍK, Tomáš, Milan ČERMÁK, Daniel TOVARŇÁK, Jakub Samuel PAULOVIČ and Michal ŠTEFÁNIK. Stream4Flow: Software for mining and analysis of the large volumes of network traffic. 2016.

VELAN, Petr, Milan ČERMÁK, Pavel ČELEDA and Martin DRAŠAR. A Survey of Methods for Encrypted Traffic Classification and Analysis. International Journal of Network Management. John Wiley & Sons, Ltd., 2015, vol. 25, No 5, p. 355-374. ISSN 1055-7148. Available from: https://dx.doi.org/10.1002/nem.1901.

ČEGAN, Jakub, Pavel ČELEDA, Tomáš JIRSÍK, Tomáš PLESNÍK, Michal PROCHÁZKA, Petr VELAN, Jan VYKOPAL, Martin VIZVÁRY, Radek OŠLEJŠEK, Zdenek EICHLER, Dalibor TOTH, Milan ČERMÁK, Jan SOUKAL, Tomáš REBOK, Václav RAČANSKÝ, Ivo NUTÁR and Dušan LAGO. KYPO - Kybernetický polygon (KYPO - Cybernetic Proving Ground). 2015.

HUSÁK, Martin, Milan ČERMÁK, Tomáš JIRSÍK and Pavel ČELEDA. Network-based HTTPS Client Identification Using SSL/TLS Fingerprinting. In 2015 10th International Conference on Availability, Reliability and Security. Toulouse: IEEE, 2015, p. 389-396. ISBN 978-1-4673-6590-1. Available from: https://dx.doi.org/10.1109/ARES.2015.35.

ČEGAN, Jakub, Pavel ČELEDA, Tomáš JIRSÍK, Tomáš PLESNÍK, Michal PROCHÁZKA, Petr VELAN, Jan VYKOPAL, Martin VIZVÁRY, Milan ČERMÁK, Jan SOUKAL, Tomáš REBOK, Ivo NUTÁR and Dušan LAGO. Software pro konfiguraci a monitorování virtuálního prostředí KYPO (Software for configuration and monitoring of KYPO environment). 2015.

ČERMÁK, Milan, Pavel ČELEDA and Jan VYKOPAL. Detection of DNS Traffic Anomalies in Large Networks. In Yvon Kermarrec. Advances in Communication Networking, Lecture Notes in Computer Science, Vol. 8846. Heidelberg: Springer International Publishing, 2014, p. 215-226. ISBN 978-3-319-13487-1. Available from: https://dx.doi.org/10.1007/978-3-319-13488-8_20.

ČERMÁK, Milan. DNSAnomDet. 2014.