Rafal Kozik
Rafal Kozik
Department of Telecommunication Systems in the Institute of Telecommunications at University of Technology and Life Sciences (UT
Потвърден имейл адрес: utp.edu.pl
A scalable distributed machine learning approach for attack detection in edge computing environments
R Kozik, M Choraś, M Ficco, F Palmieri
Journal of Parallel and Distributed Computing 119, 18-26, 2018
Defending network intrusion detection systems against adversarial evasion attacks
M Pawlicki, M Choraś, R Kozik
Future Generation Computer Systems 110, 148-154, 2020
Contactless palmprint and knuckle biometrics for mobile devices
M Choraś, R Kozik
Pattern Analysis and Applications 15 (1), 73-85, 2012
A deep learning ensemble for network anomaly and cyber-attack detection
V Dutta, M Choraś, M Pawlicki, R Kozik
Sensors 20 (16), 4583, 2020
Simulation platform for cyber-security and vulnerability analysis of critical infrastructures
M Ficco, M Choraś, R Kozik
Journal of computational science 22, 179-186, 2017
Machine learning techniques applied to detect cyber attacks on web applications
M Choraś, R Kozik
Logic Journal of IGPL 23 (1), 45-56, 2015
Sentiment analysis for fake news detection by means of neural networks
S Kula, M Choraś, R Kozik, P Ksieniewicz, M Woźniak
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
New explainability method for BERT-based model in fake news detection
M Szczepański, M Pawlicki, R Kozik, M Choraś
Scientific reports 11 (1), 23705, 2021
Machine Learning–the results are not the only thing that matters! What about security, explainability and fairness?
M Choraś, M Pawlicki, D Puchalski, R Kozik
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
Application of the BERT-based architecture in fake news detection
S Kula, M Choraś, R Kozik
13th International Conference on Computational Intelligence in Security for …, 2021
Achieving explainability of intrusion detection system by hybrid oracle-explainer approach
M Szczepański, M Choraś, M Pawlicki, R Kozik
2020 International Joint Conference on neural networks (IJCNN), 1-8, 2020
A new method of hybrid time window embedding with transformer-based traffic data classification in IoT-networked environment
R Kozik, M Pawlicki, M Choraś
Pattern Analysis and Applications 24 (4), 1441-1449, 2021
Measuring and improving agile processes in a small-size software development company
M Choraś, T Springer, R Kozik, L López, S Martínez-Fernández, P Ram, ...
IEEE access 8, 78452-78466, 2020
Cyber threats impacting critical infrastructures
M Choraś, R Kozik, A Flizikowski, W Hołubowicz, R Renk
Managing the complexity of critical infrastructures: A modelling and …, 2016
Hybrid model for improving the classification effectiveness of network intrusion detection
V Dutta, M Choraś, R Kozik, M Pawlicki
13th International Conference on Computational Intelligence in Security for …, 2021
Data-driven and tool-supported elicitation of quality requirements in agile companies
M Oriol, S Martínez-Fernández, W Behutiye, C Farré, R Kozik, ...
Software Quality Journal 28 (3), 931-963, 2020
Machine learning methods for fake news classification
P Ksieniewicz, M Choraś, R Kozik, M Woźniak
Intelligent Data Engineering and Automated Learning–IDEAL 2019: 20th …, 2019
Network traffic prediction and anomaly detection based on ARFIMA model
T Andrysiak, Ł Saganowski, M Choraś, R Kozik
International Joint Conference SOCO’14-CISIS’14-ICEUTE’14: Bilbao, Spain …, 2014
Correlation approach for SQL injection attacks detection
M Choraś, R Kozik, D Puchalski, W Hołubowicz
International Joint Conference CISIS’12-ICEUTE´ 12-SOCO´ 12 Special Sessions …, 2013
Current cyber security threats and challenges in critical infrastructures protection
R Kozik, M Choraś
2013 Second International Conference on Informatics & Applications (ICIA), 93-97, 2013
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