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CNSM2023

Enhancing DeCrypto: Finding Cryptocurrency Miners based on Periodic Behavior

DeCrypto has been proposed at the NordSec 2022 conference, you can find the article here.

More detailed description of network traffic classification based on periodicity can be found in this article.

Dataset CESNET-MINER22, mentioned in the presentation, is avaible on Zenodo. Our newly created dataset CESNET-MINER22-TS with periodicity features is available on Zenodo as well. Data capture was performed by ipfixprobe.

More datasets from Liberouter group can be found on this page, publications can be found here.

Contact

Josef Koumar koumajos@fit.cvut.cz
Richard Plný plnyrich@fit.cvut.cz
Tomáš Čejka cejkat@cesnet.cz

Acknowledgement

This research was funded by the Ministry of Interior of the Czech Republic, grant No. VJ02010024: Flow-Based Encrypted Traffic Analysis and also by the Grant Agency of the CTU in Prague, grant No. SGS23/207/OHK3/3T/18 funded by the MEYS of the Czech Republic.

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