Jan Brabec

According to our database, Jan Brabec authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Problém nevyváženosti tříd v kyberbezpečnosti ; Class-Imbalanced Data in Cybersecurity.

Jan Brabec

PhD thesis, 2024

2023

A Modular and Adaptive System for Business Email Compromise Detection.

Jan Brabec, Filip Srajer, Radek Starosta, Tomás Sixta, Marc Dupont, Milos Lenoch, Jirí Mensík, Florian Becker, Jakub Boros, Tomás Pop, Pavel Novák

CoRR, 2023

2022

Benchmark of Data Preprocessing Methods for Imbalanced Classification.

Radovan Haluska, Jan Brabec, Tomás Komárek

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A framework for comprehensible multi-modal detection of cyber threats.

Jan Kohout, Cenek Skarda, Kyrylo Shcherbin, Martin Kopp, Jan Brabec

CoRR, 2021

Learning Explainable Representations of Malware Behavior.

Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Explainable Multiple Instance Learning with Instance Selection Randomized Trees.

Tomás Komárek, Jan Brabec, Petr Somol

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data.

Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

On Model Evaluation Under Non-constant Class Imbalance.

Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica

Proceedings of the Computational Science - ICCS 2020, 2020

2018

Bad practices in evaluation methodology relevant to class-imbalanced problems.

Jan Brabec, Lukás Machlica

CoRR, 2018

Decision-Forest Voting Scheme for Classification of Rare Classes in Network Intrusion Detection.

Jan Brabec, Lukás Machlica

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018