Karel Hynek

CoRR, January, 2026

Universal Embedding Function for Traffic Classification via QUIC Domain Recognition Pretraining: A Transfer Learning Success.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2026

Advanced similarity metrics for IP flow data analytics.

[BibT_eX]

[DOI]

Comput. Networks, 2026

2025

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

[BibT_eX]

[DOI]

CoRR, June, 2025

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

[BibT_eX]

[DOI]

Jaroslav Pesek

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

On Evaluation of Data Fusion Methods for Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Network and Service Management, 2025

CESNET TS-Zoo: A Library for Reproducible Analysis of Network Traffic Time Series.

[BibT_eX]

[DOI]

Milan Kures

Josef Koumar

Proceedings of the 21st International Conference on Network and Service Management, 2025

Taming Volatility: Stable and Private QUIC Classification with Federated Learning.

[BibT_eX]

[DOI]

Richard Jozsa

Adrián Pekár

Proceedings of the 21st International Conference on Network and Service Management, 2025

2024

CESNET-TimeSeries24: Time Series Dataset for Network Traffic Anomaly Detection and Forecasting.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

Comput. Networks, 2024

Comparative analysis of DNS over HTTPS detectors.

[BibT_eX]

[DOI]

Kamil Jerábek

Ondrej Rysavý

Comput. Networks, 2024

Towards Reusable Models in Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 8th Network Traffic Measurement and Analysis Conference, 2024

WIF: Efficient Library for Network Traffic Analysis.

[BibT_eX]

[DOI]

Pavel Siska

Proceedings of the 20th International Conference on Network and Service Management, 2024

2023

BOTA: Explainable IoT Malware Detection in Large Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., May, 2023

DNS Over HTTPS Detection Using Standard Flow Telemetry.

[BibT_eX]

[DOI]

IEEE Access, 2023

Encrypted traffic classification: the QUIC case.

[BibT_eX]

[DOI]

Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023

DataZoo: Streamlining Traffic Classification Experiments.

[BibT_eX]

[DOI]

SAFE@CoNEXT, 2023

Network Traffic Classification Based on Single Flow Time Series Analysis.

[BibT_eX]

[DOI]

Josef Koumar

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

2022

Discovering Coordinated Groups of IP Addresses Through Temporal Correlation of Alerts.

[BibT_eX]

[DOI]

IEEE Access, 2022

Summary of DNS Over HTTPS Abuse.

[BibT_eX]

[DOI]

IEEE Access, 2022

DeCrypto: Finding Cryptocurrency Miners on ISP Networks.

[BibT_eX]

[DOI]

Proceedings of the Secure IT Systems, 2022

Large Scale Analysis of DoH Deployment on the Internet.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2022, 2022

Tunneling through DNS over TLS providers.

[BibT_eX]

[DOI]

Lukás Melcher

Proceedings of the 18th International Conference on Network and Service Management, 2022

2021

Large Scale Measurement on the Adoption of Encrypted DNS.

[BibT_eX]

[DOI]

CoRR, 2021

Novel HTTPS classifier driven by packet bursts, flows, and machine learning.

[BibT_eX]

[DOI]

Zdena Tropková

Proceedings of the 17th International Conference on Network and Service Management, 2021

Towards Evaluating Quality of Datasets for Network Traffic Domain.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Network and Service Management, 2021

Detection of HTTPS Brute-Force Attacks with Packet-Level Feature Set.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020

Refined Detection of SSH Brute-Force Attackers Using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the ICT Systems Security and Privacy Protection, 2020

Evaluating Bad Hosts Using Adaptive Blacklist Filter.

[BibT_eX]

[DOI]

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Pipelined ALU for effective external memory access in FPGA.

[BibT_eX]

[DOI]

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

DoH Insight: detecting DNS over HTTPS by machine learning.

[BibT_eX]

[DOI]

Dmitrii Vekshin

Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019

FPGA Packet Reflector for Network Path Testing.

[BibT_eX]

[DOI]

Sven Ubik