Karel Hynek

Orcid: 0000-0002-8281-618X

According to our database1, Karel Hynek authored at least 24 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
CESNET-TimeSeries24: Time Series Dataset for Network Traffic Anomaly Detection and Forecasting.
CoRR, 2024

NetTiSA: Extended IP flow with time-series features for universal bandwidth-constrained high-speed network traffic classification.
Comput. Networks, 2024

Comparative analysis of DNS over HTTPS detectors.
Comput. Networks, 2024

Towards Reusable Models in Traffic Classification.
Proceedings of the 8th Network Traffic Measurement and Analysis Conference, 2024

2023
BOTA: Explainable IoT Malware Detection in Large Networks.
IEEE Internet Things J., May, 2023

DNS Over HTTPS Detection Using Standard Flow Telemetry.
IEEE Access, 2023

Encrypted traffic classification: the QUIC case.
Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023

DataZoo: Streamlining Traffic Classification Experiments.
SAFE@CoNEXT, 2023

Network Traffic Classification Based on Single Flow Time Series Analysis.
Proceedings of the 19th International Conference on Network and Service Management, 2023

2022
Discovering Coordinated Groups of IP Addresses Through Temporal Correlation of Alerts.
IEEE Access, 2022

Summary of DNS Over HTTPS Abuse.
IEEE Access, 2022

DeCrypto: Finding Cryptocurrency Miners on ISP Networks.
Proceedings of the Secure IT Systems, 2022

Large Scale Analysis of DoH Deployment on the Internet.
Proceedings of the Computer Security - ESORICS 2022, 2022

Tunneling through DNS over TLS providers.
Proceedings of the 18th International Conference on Network and Service Management, 2022

2021
Large Scale Measurement on the Adoption of Encrypted DNS.
CoRR, 2021

Novel HTTPS classifier driven by packet bursts, flows, and machine learning.
Proceedings of the 17th International Conference on Network and Service Management, 2021

Towards Evaluating Quality of Datasets for Network Traffic Domain.
Proceedings of the 17th International Conference on Network and Service Management, 2021

Detection of HTTPS Brute-Force Attacks with Packet-Level Feature Set.
Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020
Refined Detection of SSH Brute-Force Attackers Using Machine Learning.
Proceedings of the ICT Systems Security and Privacy Protection, 2020

Evaluating Bad Hosts Using Adaptive Blacklist Filter.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Pipelined ALU for effective external memory access in FPGA.
Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

DoH Insight: detecting DNS over HTTPS by machine learning.
Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019
FPGA Packet Reflector for Network Path Testing.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Ultra High Resolution Jitter Measurement Method for Ethernet Based Networks.
Proceedings of the IEEE 9th Annual Computing and Communication Workshop and Conference, 2019


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