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Lukasz Wawrowski
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2020 – today
- 2024
- [i1]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 abs/2407.14543 (2024) - 2023
- [j2]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: 110285 (2023) - [j1]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): 2974 (2023) - [c7]Piotr Biczyk, Lukasz Wawrowski
:
Towards automated detection of adversarial attacks on tabular data. FedCSIS 2023: 247-251 - [c6]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: 1289-1293 - [c5]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: 599-611 - 2022
- [c4]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. IEEE Big Data 2022: 6179-6187 - [c3]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: 61-65 - 2021
- [c2]Marcin Michalak, Lukasz Wawrowski
, Marek Sikora
, Rafal Kurianowicz, Artur Kozlowski
, Andrzej Bialas:
Outlier Detection in Network Traffic Monitoring. ICPRAM 2021: 523-530 - [c1]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: 2259-2268
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