Network intrusion datasets: A survey, limitations, and recommendations.

Daniela Chudá

Patrik Goldschmidt Daniela Chudá Network intrusion datasets: A survey, limitations, and recommendations. 104510 2025 156 Comput. Secur. https://doi.org/10.1016/j.cose.2025.104510 db/journals/compsec/compsec156.html#GoldschmidtC25 streams/journals/compsec

Martin Mocko Jakub Sevcech Daniela Chudá Clustering Malware at Scale: A First Full-Benchmark Study. 231-251 2025 ARES (2) https://doi.org/10.1007/978-3-032-00627-1_12 conf/IEEEares/2025-2 db/conf/IEEEares/ares2025-2.html#MockoSC25 streams/conf/IEEEares Andrea Hrckova Jennifer Renoux Rafael Tolosana-Calasanz Daniela Chudá Martin Tamajka Jakub Simko AI Research Is Not Magic, It Has to Be Reproducible and Responsible: Challenges in the AI Field from the Perspective of Its PhD Students. 451-466 2025 DIGHUM https://doi.org/10.1007/978-3-032-11108-1_34 conf/dighum/2025 db/conf/dighum/dighum2025.html#HrckovaRTCTS25

Patrik Goldschmidt Daniela Chudá Network Intrusion Datasets: A Survey, Limitations, and Recommendations. 2025 February abs/2502.06688 CoRR https://doi.org/10.48550/arXiv.2502.06688 db/journals/corr/corr2502.html#abs-2502-06688 streams/journals/corr

Martin Mocko Jakub Sevcech Daniela Chudá Clustering Malware at Scale: A First Full-Benchmark Study. 2025 November abs/2511.23198 CoRR https://doi.org/10.48550/arXiv.2511.23198 db/journals/corr/corr2511.html#abs-2511-23198 streams/journals/corr

Daniela Chudá Lukas Janik Enhancing Smartphone Security through Behavioral Biometrics-based Gestures. 226-228 2024 ITAT https://ceur-ws.org/Vol-3792/paper29.pdf conf/itat/2024 db/conf/itat/itat2024.html#ChudaJ24

Andrea Hrckova Jennifer Renoux Rafael Tolosana-Calasanz Daniela Chudá Martin Tamajka Jakub Simko AI Research is not Magic, it has to be Reproducible and Responsible: Challenges in the AI field from the Perspective of its PhD Students. 2024 abs/2408.06847 CoRR https://doi.org/10.48550/arXiv.2408.06847 db/journals/corr/corr2408.html#abs-2408-06847 streams/journals/corr

Dominik Macko Patrik Goldschmidt Peter Pistek Daniela Chudá Assessing the Impact of a Supervised Classification Filter on Flow-based Hybrid Network Anomaly Detection. 2023 abs/2310.06656 CoRR https://doi.org/10.48550/arXiv.2310.06656 db/journals/corr/corr2310.html#abs-2310-06656

Juraj Petrík Daniela Chudá The effect of time drift in source code authorship attribution: Time drifting in source code - stylochronometry. 87-92 2021 CompSysTech https://doi.org/10.1145/3472410.3472445 https://www.wikidata.org/entity/Q130868910 conf/compsystech/2021 db/conf/compsystech/compsystech2021.html#PetrikC21 Lukas Janik Daniela Chudá Kamil Burda SGFA: A Two-Factor Smartphone Authentication Mechanism Using Touch Behavioral Biometrics. 35-42 2020 CompSysTech https://doi.org/10.1145/3407982.3408021 conf/compsystech/2020 db/conf/compsystech/compsystech2020.html#JanikCB20 Juraj Petrík Daniela Chudá Bots and Gender Profiling with Convolutional Hierarchical Recurrent Neural Network. 2019 CLEF (Working Notes) https://ceur-ws.org/Vol-2380/paper_214.pdf conf/clef/2019w db/conf/clef/clef2019w.html#PetrikC19 Juraj Petrík Daniela Chudá Twitter Feeds Profiling with TF-IDF. 2019 CLEF (Working Notes) https://ceur-ws.org/Vol-2380/paper_215.pdf conf/clef/2019w db/conf/clef/clef2019w.html#PetrikC19a Martin Labaj Karol Rástocný Daniela Chudá Towards Automatic Comparison of Cloud Service Security Certifications. 298-309 2019 SOFSEM https://doi.org/10.1007/978-3-030-10801-4_24 conf/sofsem/2019 db/conf/sofsem/sofsem2019.html#LabajRC19

Daniela Chudá Peter Krátky Kamil Burda Biometric Properties of Mouse Interaction Features on the Web. 359-377 2018 30 Interact. Comput. 5 https://doi.org/10.1093/iwc/iwy015 db/journals/iwc/iwc30.html#ChudaKB18

Peter Krátky Daniela Chudá Recognition of web users with the aid of biometric user model. 621-646 2018 51 J. Intell. Inf. Syst. 3 https://doi.org/10.1007/s10844-018-0500-0 db/journals/jiis/jiis51.html#KratkyC18

Juraj Petrík Daniela Chudá Source code authorship approaches natural language processing. 58-61 2018 CompSysTech https://doi.org/10.1145/3274005.3274031 conf/compsystech/2018 db/conf/compsystech/compsystech2018.html#PetrikC18 Kamil Burda Daniela Chudá Influence of Body Postures on Touch-Based Biometric User Authentication. 459-468 2018 SOFSEM https://doi.org/10.1007/978-3-319-73117-9_32 conf/sofsem/2018 db/conf/sofsem/sofsem2018.html#BurdaC18 Peter Krátky Tomás Repiský Daniela Chudá Is the Visitor Reading or Navigating? 80-87 2017 CompSysTech https://doi.org/10.1145/3134302.3134330 conf/compsystech/2017 db/conf/compsystech/compsystech2017.html#KratkyRC17

Peter Krátky Jozef Tvarozek Daniela Chudá Big Five Personality in Online Learning and Games: Analysis of Student Activity. 33-46 2016 7 Int. J. Hum. Cap. Inf. Technol. Prof. 3 https://doi.org/10.4018/IJHCITP.2016070103 db/journals/ijhcitp/ijhcitp7.html#KratkyTC16

Daniela Chudá Kamil Burda Toward Posture Recognition with Touch Screen Biometrics. 293-299 2016 CompSysTech http://dl.acm.org/citation.cfm?id=2983525 conf/compsystech/2016 db/conf/compsystech/compsystech2016.html#ChudaB16 Peter Krátky Daniela Chudá Fine-tuning Web Traffic Statistics by Deduplication and Splitting of Visitors Records Using Mouse Biometrics. 300-306 2016 CompSysTech http://dl.acm.org/citation.cfm?id=2983500 conf/compsystech/2016 db/conf/compsystech/compsystech2016.html#KratkyC16 Peter Krátky Daniela Chudá Estimating Gender and Age of Web Page Visitors from the Way They Use Their Mouse. 61-62 2016 WWW (Companion Volume) https://doi.org/10.1145/2872518.2889384 conf/www/2016c db/conf/www/www2016c.html#KratkyC16

Daniela Chudá Peter Krátky Mouse Usage Biometrics in eLearning Systems: Detection of Impersonation and User Profiling. 39-50 2015 6 Int. J. Hum. Cap. Inf. Technol. Prof. 1 https://doi.org/10.4018/ijhcitp.2015010104 db/journals/ijhcitp/ijhcitp6.html#ChudaK15

Daniela Chudá Peter Krátky Grouping instances in <i>k</i>NN for classification based on computer mouse features. 214-220 2015 CompSysTech https://doi.org/10.1145/2812428.2812454 conf/compsystech/2015 db/conf/compsystech/compsystech2015.html#ChudaK15 Daniela Chudá Peter Krátky Jozef Tvarozek Mouse Clicks Can Recognize Web Page Visitors! 21-22 2015 WWW (Companion Volume) https://doi.org/10.1145/2740908.2742749 conf/www/2015c db/conf/www/www2015c.html#ChudaKT15 Tomás Kucecka Daniela Chudá Similarity detection among longer texts by matching keywords found in segments. 142-149 2014 CompSysTech https://doi.org/10.1145/2659532.2659635 conf/compsystech/2014 db/conf/compsystech/compsystech2014.html#KuceckaC14 Daniela Chudá Peter Krátky Usage of computer mouse characteristics for identification in web browsing. 218-225 2014 CompSysTech https://doi.org/10.1145/2659532.2659645 conf/compsystech/2014 db/conf/compsystech/compsystech2014.html#ChudaK14

Daniela Chudá Pavol Návrat Bianka Kovácová Pavel Humay The Issue of (Software) Plagiarism: A Student View. 22-28 2012 55 IEEE Trans. Educ. 1 https://doi.org/10.1109/TE.2011.2112768 db/journals/te/te55.html#ChudaNKH12

Daniela Chudá Ján Chlpek Andrej Kumor The impact of text pre-processing to determine the similarity in students assignments. 417-422 2011 CompSysTech https://doi.org/10.1145/2023607.2023677 conf/compsystech/2011 db/conf/compsystech/compsystech2011.html#ChudaCK11 Daniela Chudá Martin Uhlík The plagiarism detection by compression method. 429-434 2011 CompSysTech https://doi.org/10.1145/2023607.2023679 conf/compsystech/2011 db/conf/compsystech/compsystech2011.html#ChudaU11 Daniela Chudá Dusan Rodina Automata simulator. 394-399 2010 CompSysTech https://doi.org/10.1145/1839379.1839449 conf/compsystech/2010 db/conf/compsystech/compsystech2010.html#ChudaR10 Daniela Chudá Bianka Kovácová Checking plagiarism in e-learning. 419-424 2010 CompSysTech https://doi.org/10.1145/1839379.1839453 conf/compsystech/2010 db/conf/compsystech/compsystech2010.html#ChudaK10 Daniela Chudá Martin Nehéz Michal Cernanský On using of random access machine simulators in teaching of theoretical computer science. 84 2009 CompSysTech https://doi.org/10.1145/1731740.1731830 conf/compsystech/2009 db/conf/compsystech/compsystech2009.html#ChudaNC09 Daniela Chudá Michal Durfina Multifactor authentication based on keystroke dynamics. 89 2009 CompSysTech https://doi.org/10.1145/1731740.1731836 conf/compsystech/2009 db/conf/compsystech/compsystech2009.html#ChudaD09 Pavol Návrat Mária Bieliková Daniela Chudá Viera Rozinajová Intelligent Information Processing in Semantically Enriched Web. 331-340 2009 ISMIS https://doi.org/10.1007/978-3-642-04125-9_36 conf/ismis/2009 db/conf/ismis/ismis2009.html#NavratBCR09 Pavol Návrat Tomas Taraba Anna Bou Ezzeddine Daniela Chudá Context Search Enhanced by Readability Index. 373-382 2008 IFIP AI https://doi.org/10.1007/978-0-387-09695-7_36 conf/ifip12/2008 db/conf/ifip12/ai2008.html#NavratTEC08 Daniela Chudá Visualization in education of theoretical computer science. 84 2007 CompSysTech https://doi.org/10.1145/1330598.1330687 conf/compsystech/2007 db/conf/compsystech/compsystech2007.html#Chuda07 Mária Bieliková Kamil Burda Michal Cernanský Ján Chlpek Michal Durfina Anna Bou Ezzeddine Patrik Goldschmidt Andrea Hrckova Pavel Humay Lukas Janik Bianka Kovácová Peter Krátky Tomás Kucecka Andrej Kumor Martin Labaj Dominik Macko Martin Mocko Pavol Návrat Martin Nehéz Juraj Petrík Peter Pistek Karol Rástocný Jennifer Renoux Tomás Repiský Dusan Rodina Viera Rozinajová Jakub Sevcech Jakub Simko Martin Tamajka Tomas Taraba Rafael Tolosana-Calasanz Jozef Tvarozek Martin Uhlík