Mikolaj Komisarek

13 papers B 5Journal 4Unranked 4

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