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Fingerprint Dive into the research topics where C.A. Hammerschmidt is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Research Output

  • 9 Conference contribution
  • 1 Chapter

Auto Semi-supervised Outlier Detection for Malicious Authentication Events

Kaiafas, G., Hammerschmidt, C., Lagraa, S. & State, R., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Part II ed. Cham: Springer, p. 176-190 15 p. (Communications in Computer and Information Science; vol. 1168 ).

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

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

    Nadeem, A., Hammerschmidt, C. A., Hernandez Ganan, C. & Verwer, S. E., 10 Aug 2020, (Accepted/In press) Malware Analysis using Artificial Intelligence and Deep Learning. Springer

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

    Open Access
    File
  • 28 Downloads (Pure)

    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., 24 Aug 2020, (Accepted/In press) Workshop on artificial intelligence and security. Association for Computing Machinery (ACM), 11 p.

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

    Open Access
    File
  • 2 Downloads (Pure)

    flexfringe: A Passive Automaton Learning Package

    Verwer, S. & Hammerschmidt, C. A., 2017, 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017. O'Conner, L. (ed.). Piscataway: IEEE, p. 638-642 5 p.

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

  • 5 Citations (Scopus)

    Learning behavioral fingerprints from Netflows using Timed Automata

    Pellegrino, N., Lin, Q., Hammerschmidt, C. & Verwer, S., 24 Jul 2017, 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). Chemouil, P., Monteiro, E., Charalambides, M., Madeira, E., Simoes, P., Secci, S., Gaspary, L. P. & dos Santos, C. R. P. (eds.). IEEE, p. 308-316 9 p.

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

  • 3 Citations (Scopus)

    Activities

    • 1 Talk or presentation at a workshop, seminar, course or other meeting

    Human in the Loop: Interactive Passive Automata Learning via Evidence-Driven State-Merging Algorithms

    C.A. Hammerschmidt (Speaker), , Radu State (Speaker), & S.E. Verwer (Speaker)

    11 Aug 2017

    Activity: Talk or presentationTalk or presentation at a workshop, seminar, course or other meeting

    File