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Marcin Michalak 0001

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Lukasz Wawrowski

> Home > Persons > Marcin Michalak 0001

Publications

2025
[c35]
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Lukasz Wawrowski, Konrad Chwelatiuk, Marcin Michalak, Iwona Kostorz, Dominik Slezak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek:
Information Granulation for Hierarchical Feature Selection in Detection of Anomalies in IoT Devices. IEEE Big Data 2025: 4207-4216
2023
[j15]
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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)
[c33]
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  - conf/fedcsis/Czerwinski0BAIK23
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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
[c32]
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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
[c31]
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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
2021
[c30]
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  - conf/icpram/MichalakWSKKB21
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Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas:
Outlier Detection in Network Traffic Monitoring. ICPRAM 2021: 523-530
[c29]
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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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