Research output per year
Research output per year
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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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 volume › Chapter › Scientific › peer-review
Open AccessFile5 Citations (Scopus)186 Downloads (Pure) -
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 volume › Conference contribution › Scientific › peer-review
2 Citations (Scopus) -
Federated learning for cyber security
Khramtsova, E., Hammerschmidt, C., Lagraa, S. & State, R., 2020, Proceedings - 2020 IEEE 40th International Conference on Distributed Computing Systems, ICDCS 2020. Institute of Electrical and Electronics Engineers (IEEE), p. 1316-1321 6 p. 09355811. (Proceedings - International Conference on Distributed Computing Systems; vol. 2020-November).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
8 Citations (Scopus) -
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 volume › Conference contribution › Scientific › peer-review
Open AccessFile6 Citations (Scopus)190 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 volume › Conference contribution › Scientific › peer-review
17 Citations (Scopus)
Activities
- 1 Talk or presentation at a workshop, seminar, course or other meeting
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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 2017Activity: Talk or presentation › Talk or presentation at a workshop, seminar, course or other meeting
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