Lukasz Wawrowski

According to our database, Lukasz Wawrowski authored at least 10 papers between 2021 and 2024.

Collaborative distances:

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

2024

Towards consistency of rule-based explainer and black box model - fusion of rule induction and XAI-based feature importance.

Michal Kozielski, Marek Sikora, Lukasz Wawrowski

CoRR, 2024

2023

BrightBox - A rough set based technology for diagnosing mistakes of machine learning models.

Andrzej Janusz, Andzelika Zalewska, Lukasz Wawrowski, Piotr Biczyk, Jan Ludziejewski, Marek Sikora, Dominik Slezak

Appl. Soft Comput., July, 2023

Anomaly Detection Module for Network Traffic Monitoring in Public Institutions.

Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak

Sensors, March, 2023

A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring.

Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski

Proceedings of the Rough Sets - International Joint Conference, 2023

Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results.

Michal Czerwinski, Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Daniel Iwanicki, Iwona Kostorz, Maksym Brzeczek, Andrzej Janusz, Marek Hermansa, Lukasz Wawrowski, Artur Kozlowski

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Towards automated detection of adversarial attacks on tabular data.

Piotr Biczyk, Lukasz Wawrowski

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches.

Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wróbel

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems.

Blazej Adamczyk, Maksym Brzeczek, Marcin Michalak, Iwona Kostorz, Lukasz Wawrowski, Marek Hermansa, Michal Czerwinski, Antoni Jamiolkowski

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability.

Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Outlier Detection in Network Traffic Monitoring.

Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021