Concepedia

Rafał Kozik

RK

50

Publications

1.8K

Citations

23

H-Index

2010

Active since

Affiliations

Bydgoszcz University of Science and Technology(Current)

AGH University of Krakow

Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)

University of Warsaw

University of Hagen

Rafał Kozik is an author at Bydgoszcz University of Science and Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceInformation SecurityData ScienceInformation ForensicsMachine LearningData MiningData SecurityKnowledge DiscoveryPattern Recognition

Publications per year

2010–2024

50

Publications

50

A Deep Learning Ensemble for Network Anomaly and Cyber-Attack Detection

Vibekananda Dutta, Michał Choraś, Marek Pawlicki et al. · Sensors · 2020 · 183 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

Defending network intrusion detection systems against adversarial evasion attacks

Marek Pawlicki, Michał Choraś, Rafał Kozik · Future Generation Computer Systems · 2020 · 161 citations

Engineering, Evasion Technique, Intrusion Detection System +8

A scalable distributed machine learning approach for attack detection in edge computing environments

Rafał Kozik, Michał Choraś, Massimo Ficco et al. · Journal of Parallel and Distributed Computing · 2018 · 150 citations

Edge Computing Environments, Engineering, Machine Learning +9

New explainability method for BERT-based model in fake news detection

Mateusz Szczepański, Marek Pawlicki, Rafał Kozik et al. · Scientific Reports · 2021 · 127 citations · Full text

Contactless palmprint and knuckle biometrics for mobile devices

Michał Choraś, Rafał Kozik · Pattern Analysis and Applications · 2011 · 70 citations · Full text

Computer Vision, Image Analysis, Machine Vision +14

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