Mikolaj Komisarek

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Intrusion Detection

Granular Computing

Machine Learning

Stream Processing

Top Venues

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl.

Publications

Mikolaj Komisarek, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Aleksandra Pawlicka, Michal Choras
Enhancing Network Security Through Granular Computing: A Clustering-by-Time Approach to NetFlow Traffic Analysis. ARES (2024)
Mikolaj Komisarek, Marek Pawlicki, Tomi Simic, David Kavcnik, Rafal Kozik, Michal Choras
Modern NetFlow network dataset with labeled attacks and detection methods. ARES (2023)
Mikolaj Komisarek, Marek Pawlicki, Maria-Elena Mihailescu, Darius Mihai, Mihai Carabas, Rafal Kozik, Michal Choras
A novel, refined dataset for real-time Network Intrusion Detection. ARES (2022)
Mikolaj Komisarek, Marek Pawlicki, Mikolaj Kowalski, Adrian Marzecki, Rafal Kozik, Michal Choras
Hunting cyberattacks: experience from the real backbone network. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 13 (2) (2022)
Marek Pawlicki, Aleksandra Pawlicka, Mikolaj Komisarek, Rafal Kozik, Michal Choras
The IoT Threat Landscape vs. Machine Learning, a.k.a. Who Attacks IoT, Why Do They Do It, and How to Prevent It? ISD (2022)
Mateusz Szczepanski, Mikolaj Komisarek, Marek Pawlicki, Rafal Kozik, Michal Choras
The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data. ICCCI (CCIS Volume) (2021)
Mikolaj Komisarek, Marek Pawlicki, Piotr Sobonski, Aleksandra Pawlicka, Rafal Kozik, Michal Choras
Extending Machine Learning-Based Intrusion Detection with the Imputation Method. CORES/IP&C/ACS (2021)
Mikolaj Komisarek, Marek Pawlicki, Mikolaj Kowalski, Adrian Marzecki, Rafal Kozik, Michal Choras
Network Intrusion Detection in the Wild - the Orange use case in the SIMARGL project. ARES (2021)
Mikolaj Komisarek, Marek Pawlicki, Rafal Kozik, Michal Choras
Machine Learning Based Approach to Anomaly and Cyberattack Detection in Streamed Network Traffic Data. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 12 (1) (2021)
Mikolaj Komisarek, Marek Pawlicki, Rafal Kozik, Witold Holubowicz, Michal Choras
How to Effectively Collect and Process Network Data for Intrusion Detection? Entropy 23 (11) (2021)
Maria-Elena Mihailescu, Darius Mihai, Mihai Carabas, Mikolaj Komisarek, Marek Pawlicki, Witold Holubowicz, Rafal Kozik
The Proposition and Evaluation of the RoEduNet-SIMARGL2021 Network Intrusion Detection Dataset. Sensors 21 (13) (2021)
Mikolaj Komisarek, Michal Choras, Rafal Kozik, Marek Pawlicki
Real-time stream processing tool for detecting suspicious network patterns using machine learning. ARES (2020)