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Experiment Science and Technology, Volume. 22, Issue 3, 15(2024)

Detection and Practice of Cryptomining Behavior Based on Deep Packet Inspection

Renting LIU1、*, Yahong ZHENG2, Yingmin ZHANG1, Mengshu HOU2, and Chaohui SUN3
Author Affiliations
  • 1Information Center, University of Electronic Science and Technology of China, Chengdu 611730, China
  • 2Department of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 611730, China
  • 3Beijing Panabit Software Co. Ltd., Beijing 100094, China
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    [1] PASTRANA S, SUAREZ-TANGIL G. A first look at the crypto-mining malware ecosystem: a decade of unrestricted wealth[C], 73-86(2019).

    [7] HUANG N F, FENG Y H. Application behavior analysis by stateful automata mechanism[J]. Journal of Computers, 18, 3-14(2008).

    [9] TheOpen Information Security Foundation . Suricata[EB/OL]. https://suricata.io/

    [11] MUNOZ J Z I, SUAREZ-VARELA J, BARLET-ROS P. Detecting cryptocurrency miners with NetFlow/IPFIX network measurements[C], 1-6(2019).

    [12] PASTOR A, MOZO A, VAKARUK S et al. Detection of encrypted cryptomining malware connections with machine and deep learning[J]. IEEE Access, 8, 158036-158055(2020).

    [13] ethereum.org . WHAT IS ETHER (ETH)? Currency for our digital future[EB/OL]. https://ethereum.org/en/eth/

    [14] Open-source Bitcoin Community. Stratum V2 (SRI) roadmap-to infinity and beyond[EB/OL]. https://stratumprotocol.org/

    [15] The Monero Project. About Monero[EB/OL]. https://www.getmonero.org/

    [16] Xmrig Team. XMRig[EB/OL]. https://xmrig.com/docs/miner

    [17] FIREICE-UK . XMR-STAK: Free Monero RandomX miner and unified CryptoNight miner[EB/OL]. https://github.com/fireice-uk/xmr-stak/

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    Renting LIU, Yahong ZHENG, Yingmin ZHANG, Mengshu HOU, Chaohui SUN. Detection and Practice of Cryptomining Behavior Based on Deep Packet Inspection[J]. Experiment Science and Technology, 2024, 22(3): 15

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    Paper Information

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    Received: Sep. 8, 2023

    Accepted: --

    Published Online: Jul. 8, 2024

    The Author Email: Renting LIU (liurt@uestc.edu.cn)

    DOI:10.12179/1672-4550.20230414

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology