Rafal Kozik
Rafal Kozik
Department of Telecommunication Systems in the Institute of Telecommunications at University of Technology and Life Sciences (UT
Zweryfikowany adres z utp.edu.pl
Cytowane przez
Cytowane przez
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
Contactless palmprint and knuckle biometrics for mobile devices
M Choraś, R Kozik
Pattern Analysis and Applications 15 (1), 73-85, 2012
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
Defending network intrusion detection systems against adversarial evasion attacks
M Pawlicki, M Choraś, R Kozik
Future Generation Computer Systems 110, 148-154, 2020
Machine learning techniques applied to detect cyber attacks on web applications
M Choraś, R Kozik
Logic Journal of the IGPL 23 (1), 45-56, 2015
A deep learning ensemble for network anomaly and cyber-attack detection
V Dutta, M Choraś, M Pawlicki, R Kozik
Sensors 20 (16), 4583, 2020
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, 545-554, 2014
Cyber threats impacting critical infrastructures
M Choraś, R Kozik, A Flizikowski, W Hołubowicz, R Renk
Managing the Complexity of Critical Infrastructures, 139-161, 2016
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
Comprehensive approach to increase cyber security and resilience
M Choras, R Kozik, MPT Bruna, A Yautsiukhin, A Churchill, I Maciejewska, ...
2015 10th International Conference on Availability, Reliability and Security …, 2015
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
Knuckle biometrics based on texture features
M Choras, R Kozik
2010 international workshop on emerging techniques and challenges for hand …, 2010
Sentiment analysis for fake news detection by means of neural networks
S Kula, M Choraś, R Kozik, P Ksieniewicz, M Woźniak
International conference on computational science, 653-666, 2020
Q-rapids tool prototype: Supporting decision-makers in managing quality in rapid software development
L López, S Martínez-Fernández, C Gómez, M Choraś, R Kozik, L Guzmán, ...
International Conference on Advanced Information Systems Engineering, 200-208, 2018
Advanced services for critical infrastructures protection
R Kozik, M Choraś, A Flizikowski, M Theocharidou, V Rosato, E Rome
Journal of Ambient Intelligence and Humanized Computing 6 (6), 783-795, 2015
A proposal of algorithm for web applications cyber attack detection
R Kozik, M Choraś, R Renk, W Hołubowicz
IFIP International Conference on Computer Information Systems and Industrial …, 2015
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
International Conference on Computational Science, 615-628, 2020
Machine learning methods for fake news classification
P Ksieniewicz, M Choraś, R Kozik, M Woźniak
International Conference on Intelligent Data Engineering and Automated …, 2019
Distributing extreme learning machines with Apache Spark for NetFlow-based malware activity detection
R Kozik
Pattern Recognition Letters 101, 14-20, 2018
Combined shape and texture information for palmprint biometrics
R Kozik, M Choras
ratio 1 (d2), d2, 2010
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