| On model evaluation under non-constant class imbalance J Brabec, T Komárek, V Franc, L Machlica Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 39 | 2020 |
| Learning communication patterns for malware discovery in HTTPs data J Kohout, T Komárek, P Čech, J Bodnár, J Lokoč Expert Systems with Applications 101, 129-142, 2018 | 33 | 2018 |
| Passive NAT detection using HTTP access logs T Komárek, M Grill, T Pevný 2016 IEEE International Workshop on Information Forensics and Security (WIFS …, 2016 | 14 | 2016 |
| Instant network threat detection system T Komarek, P Somol US Patent 11,374,944, 2022 | 12 | 2022 |
| Feature extraction and malware detection on large HTTPS data using MapReduce P Čech, J Kohout, J Lokoč, T Komárek, J Maroušek, T Pevný Similarity Search and Applications: 9th International Conference, SISAP 2016 …, 2016 | 11 | 2016 |
| Multiple instance learning with bag-level randomized trees T Komárek, P Somol Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 8 | 2019 |
| Multiple pairwise feature histograms for representing network traffic T Komarek, P Somol US Patent 10,867,036, 2020 | 7 | 2020 |
| Training a network traffic classifier using training data enriched with contextual bag information T Komarek, M Vejman, P Somol US Patent 11,271,833, 2022 | 5 | 2022 |
| Explainable multiple instance learning with instance selection randomized trees T Komárek, J Brabec, P Somol Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 5 | 2021 |
| Detecting network address translation devices in a network based on network traffic logs T Komarek, M Grill, T Pevny US Patent 9,667,636, 2017 | 5 | 2017 |
| End-node fingerprinting for malware detection on https data T Komárek, P Somol Proceedings of the 12th International Conference on Availability …, 2017 | 4 | 2017 |
| Threat hunting as a similarity search problem on multi-positive and unlabeled data T Komárek, J Brabec, Č Škarda, P Somol 2021 IEEE International Conference on Big Data (Big Data), 2098-2103, 2021 | 3 | 2021 |
| Benchmark of data preprocessing methods for imbalanced classification R Haluška, J Brabec, T Komárek 2022 IEEE International Conference on Big Data (Big Data), 2970-2979, 2022 | 2 | 2022 |
| Passive NAT detection using HTTP logs T Komárek MS thesis, Czech Technical University in Prague, 2015 | 2 | 2015 |
| Generating a vector representative of user behavior in a network T Komarek, P Somol US Patent 11,271,954, 2022 | 1 | 2022 |
| Multiple instance learning models for cybersecurity using javascript object notation (json) training data T Komarek, S Dvorak, J Brabec US Patent App. 17/749,740, 2023 | | 2023 |
| Malware detection using inverse imbalance subspace searching T Komarek, J Brabec, C Skarda US Patent 11,799,904, 2023 | | 2023 |
| Generating a vector representative of user behavior in a network T Komarek, P Somol US Patent App. 15/650,060, 2019 | | 2019 |
| MACHINE LEARNING FOR THING DETECTION, BEHAVIOR ANALYTICS, AND THREAT DETECTION: AN EFFICIENT ELIMINATION METHOD OF REDUNDANT FEATURE-SUBSETS T Komarek, J Brabec, L Machlica | | 2018 |
Dr. Petr SomolGen Digital and Czech Academy of SciencesVerified email at utia.cas.cz
Dr. Petr SomolGen Digital and Czech Academy of SciencesVerified email at utia.cas.cz