Defend jamming attacks: How to make enemies become friends

Thai Hoang DInh, Mohammad Abu Alsheikh, Shimin Gong, Dusit Niyato, Zhu Han, Ying Chang Liang

    Research output: A Conference proceeding or a Chapter in BookConference contributionpeer-review

    3 Citations (Scopus)


    In this paper, we consider a smart jammer that only attacks the channel if it detects activities of legitimate devices on that channel. To cope with smart jamming attacks, we propose an intelligent deception strategy in which the legitimate device will send fake transmissions to lure the jammer. Then, if the jammer launches attacks to the channel, the legitimate device can either backscatter the jamming signals to transmit data or harvest energy from the jamming signals for future active transmission. In this way, we can not only undermine the attack ability of the jammer, but also leverage jamming attacks as means to enhance system performance. In addition, to find an optimal defense strategy for the legitimate device under uncertainty of wireless environment as well as incomplete information from the jammer, we develop Q-learning and deep Q-learning algorithms based on the Markov decision process. Through simulation results, we demonstrate that our proposed solution is able to not only deal with smart jamming attacks, but also successfully leverage jamming attacks to improve the system performance.

    Original languageEnglish
    Title of host publicationIEEE Global Communications Conference (GLOBECOM)
    EditorsDouglas N. Zuckerman, Hsiao-Hwa Chen, Mehmet Ulema, James Won-Ki Hong
    Place of PublicationUnited States
    PublisherIEEE, Institute of Electrical and Electronics Engineers
    Number of pages6
    ISBN (Electronic)9781728109626
    ISBN (Print)9781728109633
    Publication statusPublished - Dec 2019
    Event2019 IEEE Global Communications Conference, GLOBECOM 2019 - Waikoloa, United States
    Duration: 9 Dec 201913 Dec 2019

    Publication series

    Name2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings


    Conference2019 IEEE Global Communications Conference, GLOBECOM 2019
    Country/TerritoryUnited States


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