| 2025 | CNSM | Experiments with Reduction of Network Datasets for DDoS Analysis. | Veronika Krobotova, Martin Zdnk, Ondrej Sedlcek |
| 2025 | CNSM | Anomaly Detection in Log Data: A Comparative Study. | Ondrej Sedlcek, Martin Zdnk, Vclav Bartos |
| 2025 | CNSM | An Empirical Study of a PCA-Based Multivariate Framework for Interpretable Log Anomaly Detection. | Jir Setinsk, Martin Zdnk |
| 2025 | NOMS | EvoParser: An Evolutionary Approach to Log Parsing. | Jir Setinsk, Martin Zdnk |
| 2022 | ICAISC | Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques. | Marek Pawlicki, Martin Zdnk, Rafal Kozik, Michal Choras |
| 2022 | NOMS | Towards Inference of DDoS Mitigation Rules. | Martin Zdnk |
| 2019 | IM | Low Overhead Distributed IP Flow Records Collection and Analysis. | Jan Wrona, Martin Zdnk |
| 2016 | CNSM | Building a feedback loop to capture evidence of network incidents. | Zdenek Rosa, Toms Cejka, Martin Zdnk, Viktor Pus |
| 2014 | DDECS | Fast lookup for dynamic packet filtering in FPGA. | Lukas Kekely, Martin Zdnk, Jir Matousek, Jan Korenek |
| 2012 | DDECS | Lightweight benchmarking of platforms for network traffic processing. | Pavol Korcek, Martin Zdnk |
| 2011 | IWCMC | Evaluation and design of cache replacement policies under flooding attacks. | Martin Zdnk, Marco Canini |
| 2011 | PAM | Evolution of Cache Replacement Policies to Track Heavy-Hitter Flows. | Martin Zdnk, Marco Canini |
| 2009 | FPL | Tracking elephant flows in internet backbone traffic with an FPGA-based cache. | Martin Zdnk, Marco Canini, Andrew W. Moore, David J. Miller, Wei Li |
| 2008 | DDECS | Network Probe for Flexible Flow Monitoring. | Martin Zdnk, Jan Korenek, Petr Kobiersk, Ondrej Lengl |
| 2007 | FPL | AdaBoost Engine. | Pavel Zemck, Martin Zdnk |
| 2005 | FPL | NetFlow Probe Intended for High-Speed Networks. | Martin Zdnk, Tomas Pecenka, Jan Korenek |