Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce. - Premysl Cech; Jan Kohout; Jakub Lokoc; Tomás Komárek; Jakub Marousek; Tomás Pevný (SISAP, 2016)

Passive NAT detection using HTTP access logs. - Tomás Komárek; Martin Grill; Tomás Pevný (WIFS, 2016)

End-node Fingerprinting for Malware Detection on HTTPS Data. - Tomás Komárek; Petr Somol (ARES, 2017)

Multiple Instance Learning with Bag-Level Randomized Trees. - Tomás Komárek; Petr Somol (ECML/PKDD (1), 2018)

Learning communication patterns for malware discovery in HTTPs data. - Jan Kohout; Tomás Komárek; Premysl Cech; Jan Bodnár; Jakub Lokoc (Expert Syst. Appl., 2018)

On Model Evaluation Under Non-constant Class Imbalance. - Jan Brabec; Tomás Komárek; Vojtech Franc; Lukás Machlica (ICCS (4), 2020)

Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data. - Tomás Komárek; Jan Brabec; Cenek Skarda; Petr Somol (IEEE BigData, 2021)

Explainable Multiple Instance Learning with Instance Selection Randomized Trees. - Tomás Komárek; Jan Brabec; Petr Somol (ECML/PKDD (2), 2021)

Benchmark of Data Preprocessing Methods for Imbalanced Classification. - Radovan Haluska; Jan Brabec; Tomás Komárek (IEEE Big Data, 2022)