Martin Zádník

42 papers B 14C 3Journal 10Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	An Empirical Study of a PCA-Based Multivariate Framework for Interpretable Log Anomaly Detection. CNSM Jirí Setinský, Martin Zádník
2025	B	`conf`	Anomaly Detection in Log Data: A Comparative Study. CNSM Ondrej Sedlácek, Martin Zádník, Václav Bartos
2025	B	`conf`	EvoParser: An Evolutionary Approach to Log Parsing. NOMS Jirí Setinský, Martin Zádník
2025	B	`conf`	Experiments with Reduction of Network Datasets for DDoS Analysis. CNSM Veronika Krobotova, Martin Zádník, Ondrej Sedlácek
2025	J	`jnl`	On Collaboration and Automation in the Context of Threat Detection and Response with Privacy-Preserving Features. Digit. Threat. Res. Pract. Lasse Nitz, Mehdi Akbari Gurabi, Milan Cermák, Martin Zádník, David A. Karpuk, Arthur Drichel, Sebastian Schäfer, Benedikt Holmes, Avikarsha Mandal
2023	J	`jnl`	AI infers DoS mitigation rules. J. Intell. Inf. Syst. Martin Zádník, Elena Carasec
2023	J	`jnl`	Lessons Learned from Automated Sharing of Intrusion Detection Alerts: The Case of the SABU Platform. DTRAP Martin Husák, Pavol Sokol, Martin Zádník, Václav Bartos, Martin Horák
2022	—	`conf`	Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques. ICAISC (1) Marek Pawlicki, Martin Zádník, Rafal Kozik, Michal Choras
2022	J	`jnl`	Discovering Coordinated Groups of IP Addresses Through Temporal Correlation of Alerts. IEEE Access Martin Zádník, Jan Wrona, Karel Hynek, Tomás Cejka, Martin Husák
2022	J	`jnl`	From Collaboration to Automation: A Proof of Concept for Improved Incident Response. ERCIM News Lasse Nitz, Martin Zádník, Mehdi Akbari Gurabi, Mischa Obrecht, Avikarsha Mandal
2022	B	`conf`	Towards Inference of DDoS Mitigation Rules. NOMS Martin Zádník
2021	—	`conf`	On the Integration of Course of Action Playbooks into Shareable Cyber Threat Intelligence. IEEE BigData Vasileios Mavroeidis, Pavel Eis, Martin Zádník, Marco Caselli, Bret Jordan
2021	J	`jnl`	On the Integration of Course of Action Playbooks into Shareable Cyber Threat Intelligence. CoRR Vasileios Mavroeidis, Pavel Eis, Martin Zádník, Marco Caselli, Bret Jordan
2020	—	`conf`	Evaluating Bad Hosts Using Adaptive Blacklist Filter. MECO Karel Hynek, Tomás Cejka, Martin Zádník, Hana Kubátová
2019	J	`jnl`	How to detect cryptocurrency miners? By traffic forensics! Digit. Investig. Vladimír Veselý, Martin Zádník
2019	B	`conf`	Low Overhead Distributed IP Flow Records Collection and Analysis. IM Jan Wrona, Martin Zádník
2019	J	`jnl`	Network entity characterization and attack prediction. CoRR Václav Bartos, Martin Zádník, Sheikh Mahbub Habib, Emmanouil Vasilomanolakis
2019	J	`jnl`	Network entity characterization and attack prediction. Future Gener. Comput. Syst. Václav Bartos, Martin Zádník, Sheikh Mahbub Habib, Emmanouil Vasilomanolakis
2018	B	`conf`	Augmented DDoS Mitigation with Reputation Scores. ARES Tomás Jánský, Tomás Cejka, Martin Zádník, Václav Bartos
2017	—	`conf`	Preserving Relations in Parallel Flow Data Processing. AIMS Tomás Cejka, Martin Zádník
2016	B	`conf`	Building a feedback loop to capture evidence of network incidents. CNSM Zdenek Rosa, Tomás Cejka, Martin Zádník, Viktor Pus
2016	J	`jnl`	Evolutionary circuit design for fast FPGA-based classification of network application protocols. Appl. Soft Comput. David Grochol, Lukás Sekanina, Martin Zádník, Jan Korenek, Vlastimil Kosar
2015	B	`conf`	A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP. EvoApplications David Grochol, Lukás Sekanina, Martin Zádník, Jan Korenek
2014	—	`conf`	An analysis of correlations of intrusion alerts in an NREN. CAMAD Václav Bartos, Martin Zádník
2014	—	`conf`	Detection of Network Flow Timestamp Reliability. AIMS Martin Zádník, Erik Sabik, Václav Bartos
2014	C	`conf`	Fast lookup for dynamic packet filtering in FPGA. DDECS Lukas Kekely, Martin Zádník, Jirí Matousek, Jan Korenek
2013	—	`conf`	Detecting IP Spoofing by Modelling History of IP Address Entry Points. AIMS Michal Kovácik, Michal Kajan, Martin Zádník
2013	—	`conf`	NFA reduction for regular expressions matching using FPGA. FPT Vlastimil Kosar, Martin Zádník, Jan Korenek
2012	—	`conf`	A new embedded platform for rapid development of network applications. ANCS Jan Korenek, Pavol Korcek, Vlastimil Kosar, Martin Zádník, Jan Viktorin
2012	C	`conf`	Lightweight benchmarking of platforms for network traffic processing. DDECS Pavol Korcek, Martin Zádník
2012	—	`conf`	Network Anomaly Detection: Comparison and Real-Time Issues. AIMS Václav Bartos, Martin Zádník
2011	B	`conf`	Evaluation and design of cache replacement policies under flooding attacks. IWCMC Martin Zádník, Marco Canini
2011	B	`conf`	Evolution of Cache Replacement Policies to Track Heavy-Hitter Flows. PAM Martin Zádník, Marco Canini
2011	—	`conf`	Hacking NetCOPE to Run on NetFPGA-10G. ANCS Pavol Korcek, Vlastimil Kosar, Martin Zádník, Karel Koranda, Petr Kastovsky
2011	—	`conf`	Hardware Precomputation of Entropy for Anomaly Detection. ANCS Václav Bartos, Martin Zádník
2010	—	`conf`	Evolution of cache replacement policies to track heavy-hitter flows. ANCS Martin Zádník, Marco Canini
2009	—	`conf`	Experience with high-speed automated application-identification for network-management. ANCS Marco Canini, Wei Li, Martin Zádník, Andrew W. Moore
2009	B	`conf`	Tracking elephant flows in internet backbone traffic with an FPGA-based cache. FPL Martin Zádník, Marco Canini, Andrew W. Moore, David J. Miller, Wei Li
2008	C	`conf`	Network Probe for Flexible Flow Monitoring. DDECS Martin Zádník, Jan Korenek, Petr Kobierský, Ondrej Lengál
2008	—	`conf`	On Evolutionary Synthesis of Linear Transforms in FPGA. ICES Zdenek Vasícek, Martin Zádník, Lukás Sekanina, Jirí Tobola
2007	B	`conf`	AdaBoost Engine. FPL Pavel Zemcík, Martin Zádník
2005	B	`conf`	NetFlow Probe Intended for High-Speed Networks. FPL Martin Zádník, Tomas Pecenka, Jan Korenek