Pavel Čeleda

Most-cited papers

Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX
Rick Hofstede, Pavel Čeleda, B. Trammell, I. Drago +3 more
2014IEEE Communications Surveys and Tutorials463 citations Open access
Semantic Scholar
A survey of methods for encrypted traffic classification and analysis
Petr Velan, Milan Cermák, Pavel Čeleda, Martin Drašar
2015International Journal of Network Management365 citations Open access
Semantic Scholar
Survey of Attack Projection, Prediction, and Forecasting in Cyber Security
M. Husák, Jana Komárková, E. Bou-Harb, Pavel Čeleda
2019IEEE Communications Surveys and Tutorials285 citations Open access
Semantic Scholar
What Are Cybersecurity Education Papers About?: A Systematic Literature Review of SIGCSE and ITiCSE Conferences
Valdemar Švábenský, Jan Vykopal, Pavel Čeleda
2019Technical Symposium on Computer Science Education124 citations Open access
Semantic Scholar
HTTPS traffic analysis and client identification using passive SSL/TLS fingerprinting
M. Husák, Milan Cermák, Tomas Jirsik, Pavel Čeleda
2016EURASIP Journal on Information Security118 citations Open access
Semantic Scholar
Cybersecurity Knowledge and Skills Taught in Capture the Flag Challenges
Valdemar Švábenský, Pavel Čeleda, Jan Vykopal, Silvia Brisáková
2021Computers & security109 citations Open access
Semantic Scholar
KYPO Cyber Range: Design and Use Cases
Jan Vykopal, R. Ošlejšek, Pavel Čeleda, Martin Vizváry +1 more
2017International Conference on Software and Data Technologies93 citations Open access
Semantic Scholar
Lessons learned from complex hands-on defence exercises in a cyber range
Jan Vykopal, Martin Vizváry, R. Ošlejšek, Pavel Čeleda +1 more
2017Frontiers in Education Conference90 citations Open access
Semantic Scholar
Scalable Learning Environments for Teaching Cybersecurity Hands-on
Jan Vykopal, Pavel Čeleda, Pavel Seda, Valdemar Švábenský +1 more
2021Frontiers in Education Conference44 citations Open access
Semantic Scholar
KYPO – A Platform for Cyber Defence Exercises
Pavel Čeleda, Jakub Cegan, Jan Vykopal, Daniel Tovarňák
201543 citations
Semantic Scholar
Network-Based HTTPS Client Identification Using SSL/TLS Fingerprinting
M. Husák, Milan Cermák, Toma Jirsik, Pavel Čeleda
2015ARES41 citations Open access
Semantic Scholar
Passive os fingerprinting methods in the jungle of wireless networks
Martin Laštovička, Tomas Jirsik, Pavel Čeleda, Stanislav Špaček +1 more
2018IEEE/IFIP Network Operations and Management Symposium36 citations Open access
Semantic Scholar
Predictive Cyber Situational Awareness and Personalized Blacklisting
M. Husák, Tomáš Bajtoš, Jaroslav Kaspar, Elias Bou-Harb +1 more
2020ACM Transactions on Management Information Systems32 citations
Semantic Scholar
Passive operating system fingerprinting revisited: Evaluation and current challenges
Martin Laštovička, M. Husák, Petr Velan, Tomas Jirsik +1 more
2023Comput. Networks31 citations Open access
Semantic Scholar
Using TLS Fingerprints for OS Identification in Encrypted Traffic
Martin Laštovička, Stanislav Špaček, Petr Velan, Pavel Čeleda
2020IEEE/IFIP Network Operations and Management Symposium30 citations Open access
Semantic Scholar
Toward Stream-Based IP Flow Analysis
Tomas Jirsik, Milan Cermák, Daniel Tovarňák, Pavel Čeleda
2017IEEE Communications Magazine29 citations Open access
Semantic Scholar
Flow-Based Security Issue Detection in Building Automation and Control Networks
Pavel Čeleda, Radek Krejcí, Vojtěch Krmíček
2012EUNICE Open European Summer School28 citations Open access
Semantic Scholar
Smart Environment for Adaptive Learning of Cybersecurity Skills
Jan Vykopal, Pavel Seda, Valdemar Švábenský, Pavel Čeleda
2023IEEE Transactions on Learning Technologies27 citations Open access
Semantic Scholar
KYPO4INDUSTRY: A Testbed for Teaching Cybersecurity of Industrial Control Systems
Pavel Čeleda, Jan Vykopal, Valdemar Švábenský, Karel Slávicek
2020Technical Symposium on Computer Science Education27 citations Open access
Semantic Scholar
On the Sequential Pattern and Rule Mining in the Analysis of Cyber Security Alerts
M. Husák, Jaroslav Kaspar, E. Bou-Harb, Pavel Čeleda
2017ARES25 citations Open access
Semantic Scholar
Network traffic characterisation using flow-based statistics
Petr Velan, Jana Medková, Tomas Jirsik, Pavel Čeleda
2016IEEE/IFIP Network Operations and Management Symposium25 citations Open access
Semantic Scholar
Student assessment in cybersecurity training automated by pattern mining and clustering
Valdemar Švábenský, Jan Vykopal, Pavel Čeleda, Kristián Tkácik +1 more
2022Education and Information Technologies : Official Journal of the IFIP technical committee on Education23 citations Open access
Semantic Scholar
A performance benchmark for NetFlow data analysis on distributed stream processing systems
Milan Cermák, Daniel Tovarňák, Martin Laštovička, Pavel Čeleda
2016IEEE/IFIP Network Operations and Management Symposium23 citations
Semantic Scholar
Identification of Attack Paths Using Kill Chain and Attack Graphs
Lukáš Sadlek, Pavel Čeleda, Daniel Tovarňák
2022IEEE/IFIP Network Operations and Management Symposium22 citations Open access
Semantic Scholar
Quality of Service Forecasting with LSTM Neural Network
Tomas Jirsik, Stepan Trcka, Pavel Čeleda
2019IFIP/IEEE Symposium on Integrated Network Management20 citations
Semantic Scholar
Capability Assessment Methodology and Comparative Analysis of Cybersecurity Training Platforms
R. Beuran, Jan Vykopal, Daniela Belajová, Pavel Čeleda +2 more
2023Computers & security19 citations Open access
Semantic Scholar
Applications of educational data mining and learning analytics on data from cybersecurity training
Valdemar Švábenský, Jan Vykopal, Pavel Čeleda, L. Kraus
2022Education and Information Technologies : Official Journal of the IFIP technical committee on Education19 citations Open access
Semantic Scholar
Assessing Internet-wide Cyber Situational Awareness of Critical Sectors
M. Husák, N. Neshenko, M. S. Pour, E. Bou-Harb +1 more
2018ARES19 citations Open access
Semantic Scholar
Design and Evaluation of HTTP Protocol Parsers for IPFIX Measurement
Petr Velan, Tomas Jirsik, Pavel Čeleda
2013EUNICE Open European Summer School18 citations Open access
Semantic Scholar
Traffic Measurement and Analysis of Building Automation and Control Networks
Radek Krejcí, Pavel Čeleda, Jakub Dobrovolný
2012Autonomous Infrastructure, Management and Security18 citations Open access
Semantic Scholar
Automated feedback for participants of hands-on cybersecurity training
Valdemar Švábenský, Jan Vykopal, Pavel Čeleda, Ján Dovjak
2023Education and Information Technologies : Official Journal of the IFIP technical committee on Education17 citations Open access
Semantic Scholar
Toolset for Collecting Shell Commands and Its Application in Hands-on Cybersecurity Training
Valdemar Švábenský, Jan Vykopal, Daniel Tovarňák, Pavel Čeleda
2021Frontiers in Education Conference15 citations Open access
Semantic Scholar
Reinforcing Cybersecurity Hands-on Training With Adaptive Learning
Pavel Seda, Jan Vykopal, Valdemar Švábenský, Pavel Čeleda
2021Frontiers in Education Conference14 citations Open access
Semantic Scholar
Evaluating Two Approaches to Assessing Student Progress in Cybersecurity Exercises
Valdemar Švábenský, Richard S. Weiss, Jack S. Cook, Jan Vykopal +4 more
2021Technical Symposium on Computer Science Education14 citations Open access
Semantic Scholar
An investigation into teredo and 6to4 transition mechanisms: Traffic analysis
M. Elich, Petr Velan, Tomas Jirsik, Pavel Čeleda
201338th Annual IEEE Conference on Local Computer Networks - Workshops13 citations Open access
Semantic Scholar
Emerging Management Mechanisms for the Future Internet
G. Doyen, M. Waldburger, Pavel Čeleda, A. Sperotto +1 more
2013Lecture Notes in Computer Science12 citations Open access
Semantic Scholar
From Paper to Platform: Evolution of a Novel Learning Environment for Tabletop Exercises
Valdemar Švábenský, Jan Vykopal, Martin Horák, Martin Hofbauer +1 more
2024Annual Conference on Innovation and Technology in Computer Science Education11 citations Open access
Semantic Scholar
Graph-Based CPE Matching for Identification of Vulnerable Asset Configurations
Daniel Tovarňák, Lukáš Sadlek, Pavel Čeleda
2021IFIP/IEEE Symposium on Integrated Network Management11 citations
Semantic Scholar
Identifying Operating System Using Flow-Based Traffic Fingerprinting
Tomas Jirsik, Pavel Čeleda
2014EUNICE Open European Summer School11 citations Open access
Semantic Scholar
Research and Practice of Delivering Tabletop Exercises
Jan Vykopal, Pavel Čeleda, Valdemar Švábenský, Martin Hofbauer +1 more
2024Annual Conference on Innovation and Technology in Computer Science Education10 citations Open access
Semantic Scholar
Preventing Cheating in Hands-on Lab Assignments
Jan Vykopal, Valdemar Švábenský, Pavel Seda, Pavel Čeleda
2022Technical Symposium on Computer Science Education10 citations Open access
Semantic Scholar
Toward real-time network-wide cyber situational awareness
Tomas Jirsik, Pavel Čeleda
2018IEEE/IFIP Network Operations and Management Symposium10 citations Open access
Semantic Scholar
ACEMIND: The Smart Integrated Home Network
O. Bouchet, Jean-Philippe Javaudin, A. Kortebi, Hanane El Abdellaouy +12 more
2014Australasian Conference on Interactive Entertainment10 citations Open access
Semantic Scholar
Cybersecurity Study Programs: What's in a Name?
Jan Vykopal, Valdemar Švábenský, M. Lopez, Pavel Čeleda
2024Technical Symposium on Computer Science Education9 citations Open access
Semantic Scholar
Cyber Situation Awareness via IP Flow Monitoring
Tomas Jirsik, Pavel Čeleda
2020IEEE/IFIP Network Operations and Management Symposium9 citations Open access
Semantic Scholar
Situational Awareness: Detecting Critical Dependencies and Devices in a Network
Martin Laštovička, Pavel Čeleda
2017Autonomous Infrastructure, Management and Security9 citations Open access
Semantic Scholar
Cloud-based security research testbed: A DDoS use case
Tomas Jirsik, M. Husák, Pavel Čeleda, Zdenek Eichler
2014IEEE/IFIP Network Operations and Management Symposium9 citations Open access
Semantic Scholar
Detection of DNS Traffic Anomalies in Large Networks
Milan Cermák, Pavel Čeleda, Jan Vykopal
2014EUNICE Open European Summer School9 citations Open access
Semantic Scholar
Dependable Networks and Services
R. Sadre, Jiri Novotný, Pavel Čeleda, M. Waldburger +1 more
2012Lecture Notes in Computer Science9 citations Open access
Semantic Scholar
Revealing and analysing modem malware
Pavel Čeleda, Radek Krejcí, Vojtěch Krmíček
20122012 IEEE International Conference on Communications (ICC)8 citations Open access
Semantic Scholar