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TUINI20TUMonline:30697 2008-11-01 mediaTUM:683733

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Dive into the research topics where Informatics 20 - Chair of IT Security is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.

Collaborations and top research areas from the last five years

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  • Detecting and categorizing Android malware with graph neural networks

    Xu, P., Eckert, C. & Zarras, A., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. Association for Computing Machinery, p. 409-412 4 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    18 Scopus citations
  • Falcon: Malware Detection and Categorization with Network Traffic Images

    Xu, P., Eckert, C. & Zarras, A., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 117-128 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12891 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    8 Scopus citations
  • HawkEye: Cross-Platform Malware Detection with Representation Learning on Graphs

    Xu, P., Zhang, Y., Eckert, C. & Zarras, A., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 127-138 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12893 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations