Jan Brabec

14 papers B 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — —
Problém nevyváženosti tříd v kyberbezpečnosti ; Class-Imbalanced Data in Cybersecurity.
Jan Brabec
2023 J jnl
A Modular and Adaptive System for Business Email Compromise Detection.
CoRR
Jan Brabec, Filip Srajer, Radek Starosta, Tomás Sixta, Marc Dupont, Milos Lenoch, Jirí Mensík, Florian Becker, Jakub Boros, Tomás Pop, Pavel Novák
2023 J jnl
Benchmark of Data Preprocessing Methods for Imbalanced Classification.
CoRR
Radovan Haluska, Jan Brabec, Tomás Komárek
2022 B conf
Benchmark of Data Preprocessing Methods for Imbalanced Classification.
IEEE Big Data
Radovan Haluska, Jan Brabec, Tomás Komárek
2021 J jnl
A framework for comprehensible multi-modal detection of cyber threats.
CoRR
Jan Kohout, Cenek Skarda, Kyrylo Shcherbin, Martin Kopp, Jan Brabec
2021 J jnl
Decision-forest voting scheme for classification of rare classes in network intrusion detection.
CoRR
Jan Brabec, Lukás Machlica
2021 — conf
Explainable Multiple Instance Learning with Instance Selection Randomized Trees.
ECML/PKDD (2)
Tomás Komárek, Jan Brabec, Petr Somol
2021 — conf
Learning Explainable Representations of Malware Behavior.
ECML/PKDD (4)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
2021 J jnl
Learning Explainable Representations of Malware Behavior.
CoRR
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
2021 — conf
Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data.
IEEE BigData
Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol
2020 — conf
On Model Evaluation Under Non-constant Class Imbalance.
ICCS (4)
Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
2020 J jnl
On Model Evaluation under Non-constant Class Imbalance.
CoRR
Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
2018 J jnl
Bad practices in evaluation methodology relevant to class-imbalanced problems.
CoRR
Jan Brabec, Lukás Machlica
2018 B conf
Decision-Forest Voting Scheme for Classification of Rare Classes in Network Intrusion Detection.
SMC
Jan Brabec, Lukás Machlica