Lukasz Wawrowski

13 papers B 3C 4Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adversarial Attacks Detection Method for Tabular Data.
Mach. Learn. Knowl. Extr.
Lukasz Wawrowski, Piotr Biczyk, Dominik Slezak, Marek Sikora
2025 B conf
Information Granulation for Hierarchical Feature Selection in Detection of Anomalies in IoT Devices.
IEEE Big Data
Lukasz Wawrowski, Konrad Chwelatiuk, Marcin Michalak, Iwona Kostorz, Dominik Slezak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek
2025 J jnl
Towards consistency of rule-based explainer and black box model - Fusion of rule induction and XAI-based feature importance.
Knowl. Based Syst.
Michal Kozielski, Marek Sikora, Lukasz Wawrowski
2024 J jnl
Towards consistency of rule-based explainer and black box model - fusion of rule induction and XAI-based feature importance.
CoRR
Michal Kozielski, Marek Sikora, Lukasz Wawrowski
2023 — conf
A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring.
IJCRS
Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski
2023 J jnl
Anomaly Detection Module for Network Traffic Monitoring in Public Institutions.
Sensors
Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak
2023 J jnl
BrightBox - A rough set based technology for diagnosing mistakes of machine learning models.
Appl. Soft Comput.
Andrzej Janusz, Andzelika Zalewska, Lukasz Wawrowski, Piotr Biczyk, Jan Ludziejewski, Marek Sikora, Dominik Slezak
2023 C conf
Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results.
FedCSIS
Michal Czerwinski, Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Daniel Iwanicki, Iwona Kostorz, Maksym Brzeczek, Andrzej Janusz, Marek Hermansa, Lukasz Wawrowski, Artur Kozlowski
2023 C conf
Towards automated detection of adversarial attacks on tabular data.
FedCSIS
Piotr Biczyk, Lukasz Wawrowski
2022 B conf
Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems.
IEEE Big Data
Blazej Adamczyk, Maksym Brzeczek, Marcin Michalak, Iwona Kostorz, Lukasz Wawrowski, Marek Hermansa, Michal Czerwinski, Antoni Jamiolkowski
2022 C conf
Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches.
FedCSIS
Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wróbel
2021 B conf
Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability.
KES
Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer
2021 C conf
Outlier Detection in Network Traffic Monitoring.
ICPRAM
Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas