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  • 2024
    Open Access
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  • 2023

    Learning About the Adversary

    Nadeem, A., Verwer, S. E. & Yang, S. J., 2023, Autonomous Intelligent Cyber Defense Agent (AICA): A Comprehensive Guide. Kott, A. (ed.). 1 ed. Springer, Vol. 87. p. 105-132 28 p. (Advances in Information Security).

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

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  • SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting

    Nadeem, A. & Verwer, S., 2023, Machine Learning and Knowledge Discovery in Databases.: European Conference, ECML PKDD 2022, Proceedings. Amini, M-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Part 1 ed. Cham: Springer, p. 157-173 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13713 ).

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

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  • SoK: Explainable Machine Learning for Computer Security Applications

    Nadeem, A., Vos, D., Cao, C., Pajola, L., Dieck, S., Baumgartner, R. & Verwer, S., 2023, Proceedings of the 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P). O’Conner, L. (ed.). Piscataway: IEEE , p. 221-240 20 p.

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

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    1 Citation (Scopus)
    4 Downloads (Pure)
  • 2022

    Alert-driven Attack Graph Generation using S-PDFA

    Nadeem, A., Verwer, S. E., Moskal, S. & Yang, S. J., 2022, In: IEEE Transactions on Dependable and Secure Computing. 19, 2, p. 731-746 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

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    14 Citations (Scopus)
    133 Downloads (Pure)
  • Intelligent Malware Defenses

    Nadeem, A., Rimmer, V., Wouter, J. & Verwer, S. E., 2022, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 217-253 37 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13049 LNCS).

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

    Open Access
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    2 Citations (Scopus)
    93 Downloads (Pure)
  • Open-World Network Intrusion Detection

    Rimmer, V., Nadeem, A., Verwer, S., Preuveneers, D. & Joosen, W., 2022, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 254-283 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13049 LNCS).

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

    Open Access
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    2 Citations (Scopus)
    47 Downloads (Pure)
  • 2021

    Beyond Labeling: Using Clustering to Build Network Behavioral Profiles of Malware Families

    Nadeem, A., Hammerschmidt, C. A., Hernandez Ganan, C. & Verwer, S. E., 2021, Malware Analysis using Artificial Intelligence and Deep Learning. Shalaginov, A., Stamp, M. & Alazab, M. (eds.). Cham: Springer, p. 381-409 29 p.

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

    Open Access
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    5 Citations (Scopus)
    192 Downloads (Pure)
  • Enabling Visual Analytics via Alert-driven Attack Graphs

    Nadeem, A., Verwer, S. E., Moskal, S. & Yang, S. J., 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery (ACM), p. 2420-2422 3 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

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    5 Citations (Scopus)
    128 Downloads (Pure)
  • SAGE: Intrusion Alert-driven Attack Graph Extractor

    Nadeem, A., Verwer, S. E. & Yang, S. J., 2021, 18th IEEE Symposium on Visualization for Cyber Security. IEEE , p. 36-41 6 p. 9629418

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

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    7 Citations (Scopus)
    9 Downloads (Pure)
  • 2020

    Hybrid connection and host clustering for community detection in spatial-temporal network data

    Roeling, M. P., Nadeem, A. & Verwer, S. E., 2020, ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2020: SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Proceedings. Koprinska, I., Appice, A., Antonie, L., Guidotti, R., Ribeiro, R. P., Gama, J., Krishnamurthy, Y., Malerba, D., Ceci, M., Masciari, E., Christen, P., Schubert, E., Monreale, M., Rinzivillo, S., Lommatzsch, A., Kamp, M., Loglisci, C., Zimmermann, A., Özgöbek, Ö., Gavaldà, R., Adilova, L., Ferreira, P. M., Medeiros, I., Manco, G., Ras, Z. W., Ntoutsi, E., Zimek, A., Biecek, P., Kille, B. & Gulla, J. A. (eds.). Vol. 1323. p. 178-204 27 p. (Communications in Computer and Information Science; vol. 1323).

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

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  • The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search

    Verwer, S. E., Nadeem, A., Hammerschmidt, C. A., Bliek, L., Al-Dujaili, A. & O’Reilly, U-M., 2020, Workshop on artificial intelligence and security. New York: Association for Computing Machinery (ACM), p. 61-70 10 p.

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

    Open Access
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    6 Citations (Scopus)
    192 Downloads (Pure)