Lukasz Wawrowski

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Nearest Neighbour

Network Traffic Monitoring

Machine Learning Models

Top Venues

Publications

Michal Kozielski, Marek Sikora, Lukasz Wawrowski
Towards consistency of rule-based explainer and black box model - fusion of rule induction and XAI-based feature importance. CoRR (2024)
Lukasz Wawrowski, Andrzej Bialas, Adrian Kajzer, Artur Kozlowski, Rafal Kurianowicz, Marek Sikora, Agnieszka Szymanska-Kwiecien, Mariusz Uchronski, Milosz Bialczak, Maciej Olejnik, Marcin Michalak
Anomaly Detection Module for Network Traffic Monitoring in Public Institutions. Sensors 23 (6) (2023)
Piotr Biczyk, Lukasz Wawrowski
Towards automated detection of adversarial attacks on tabular data. FedCSIS (2023)
Andrzej Janusz, Andzelika Zalewska, Lukasz Wawrowski, Piotr Biczyk, Jan Ludziejewski, Marek Sikora, Dominik Slezak
BrightBox - A rough set based technology for diagnosing mistakes of machine learning models. Appl. Soft Comput. 141 (2023)
Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek, Marek Hermansa, Iwona Kostorz, Lukasz Wawrowski, Michal Czerwinski
A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring. IJCRS (2023)
Michal Czerwinski, Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Daniel Iwanicki, Iwona Kostorz, Maksym Brzeczek, Andrzej Janusz, Marek Hermansa, Lukasz Wawrowski, Artur Kozlowski
Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results. FedCSIS (2023)
Blazej Adamczyk, Maksym Brzeczek, Marcin Michalak, Iwona Kostorz, Lukasz Wawrowski, Marek Hermansa, Michal Czerwinski, Antoni Jamiolkowski
Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems. Big Data (2022)
Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wróbel
Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches. FedCSIS (2022)
Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas
Outlier Detection in Network Traffic Monitoring. ICPRAM (2021)
Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer
Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability. KES (2021)