Jaroslav Pesek

According to our database, Jaroslav Pesek authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

When Simple Model Just Works: Is Network Traffic Classification in Crisis?

Kamil Jerábek, Jan Luxemburk, Richard Plný, Josef Koumar, Jaroslav Pesek, Karel Hynek

CoRR, June, 2025

Lightweight Traffic Classification: A Simple Baseline Matching Deep Learning Performance.

Jaroslav Pesek, Jan Luxemburk, Karel Hynek

Proceedings of the 9th Network Traffic Measurement and Analysis Conference, 2025

Interpretable Threat Detection with Evidential Classifier: The MQTT Case.

Jaroslav Pesek, Kensuke Fukuda, Tomás Cejka

Proceedings of the NOMS 2025 IEEE Network Operations and Management Symposium, 2025

Towards Building Network Outlier Detection System for Network Traffic Monitoring.

Josef Koumar, Jaroslav Pesek, Kamil Jerábek, Tomás Cejka

Proceedings of the NOMS 2025 IEEE Network Operations and Management Symposium, 2025

Explainable Anomaly Detection in Network Traffic Using LLM.

Kamil Jerábek, Josef Koumar, Jirí Setinský, Jaroslav Pesek

Proceedings of the NOMS 2025 IEEE Network Operations and Management Symposium, 2025

2024

NetTiSA: Extended IP flow with time-series features for universal bandwidth-constrained high-speed network traffic classification.

Josef Koumar, Karel Hynek, Jaroslav Pesek, Tomás Cejka

Comput. Networks, 2024

TCI: A system for distributed network monitoring, troubleshooting and dataset creation.

Dominik Soukup, Jaroslav Pesek, Lukás Hejcman, David Benes, Tomás Cejka

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

2023

Look at my Network: An Insight into the ISP Backbone Traffic.

Tomás Benes, Jaroslav Pesek, Tomás Cejka

Proceedings of the 19th International Conference on Network and Service Management, 2023

Active Learning Framework For Long-term Network Traffic Classification.

Jaroslav Pesek, Dominik Soukup, Tomás Cejka

Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023

2022

Active Learning Framework to Automate NetworkTraffic Classification.

Jaroslav Pesek, Dominik Soukup, Tomás Cejka

CoRR, 2022