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  • Detecting and categorizing Android malware with graph neural networks

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

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    2 Citations (Scopus)
  • 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.). Part 1 ed. Cham: Springer, p. 117-128 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12891 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  • 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.). Cham: Springer, p. 127-138 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12893 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  • MANIS: Evading Malware Detection System on Graph Structure

    Xu, P., Kolosnjaji, B., Eckert, C. & Zarras, A., 2020, Proceedings of the 35th ACM/SIGAPP Symposium on Applied Computing (SAC).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    1 Downloads (Pure)
  • Can Today's Machine Learning Pass Image-Based Turing Tests?

    Zarras, A., Gerostathopoulos, I. & Méndez Fernández, D., 2019, Proceedings of the 22nd Information Security Conference (ISC).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    1 Downloads (Pure)