Christian A. Hammerschmidt

22 papers A 2B 6Journal 7Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FlexFringe: Modeling Software Behavior by Learning Probabilistic Automata. Log. Methods Comput. Sci. Sicco Verwer, Christian A. Hammerschmidt
2022	J	`jnl`	FlexFringe: Modeling Software Behavior by Learning Probabilistic Automata. CoRR Sicco Verwer, Christian A. Hammerschmidt
2020	A	`conf`	Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection. ICDCS Ekaterina Khramtsova, Christian A. Hammerschmidt, Sofiane Lagraa, Radu State
2020	J	`jnl`	Minority Class Oversampling for Tabular Data with Deep Generative Models. CoRR Ramiro Camino, Christian A. Hammerschmidt, Radu State
2020	—	`conf`	Oversampling Tabular Data with Deep Generative Models: Is it worth the effort? ICBINB@NeurIPS Ramiro Daniel Camino, Radu State, Christian A. Hammerschmidt
2020	—	`conf`	The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search. AISec@CCS Sicco Verwer, Azqa Nadeem, Christian A. Hammerschmidt, Laurens Bliek, Abdullah Al-Dujaili, Una-May O'Reilly
2019	B	`conf`	An Experimental Analysis of Fraud Detection Methods in Enterprise Telecommunication Data using Unsupervised Outlier Ensembles. IM Georgios Kaiafas, Christian A. Hammerschmidt, Radu State, Cu D. Nguyen, Thorsten Ries, Mohamed Ourdane
2019	—	`conf`	Auto Semi-supervised Outlier Detection for Malicious Authentication Events. PKDD/ECML Workshops (2) Georgios Kaiafas, Christian A. Hammerschmidt, Sofiane Lagraa, Radu State
2019	J	`jnl`	Improving Missing Data Imputation with Deep Generative Models. CoRR Ramiro Daniel Camino, Christian A. Hammerschmidt, Radu State
2019	J	`jnl`	MalPaCA: Malware Packet Sequence Clustering and Analysis. CoRR Azqa Nadeem, Christian A. Hammerschmidt, Carlos Hernandez Gañán, Sicco Verwer
2019	B	`conf`	time series modelling of market price in real-time bidding. ESANN Manxing Du, Christian A. Hammerschmidt, Georgios Varisteas, Radu State, Mats Brorsson, Zhu Zhang
2018	J	`jnl`	Generating Multi-Categorical Samples with Generative Adversarial Networks. CoRR Ramiro Camino, Christian A. Hammerschmidt, Radu State
2017	—	`conf`	BotGM: Unsupervised graph mining to detect botnets in traffic flows. CSNet Sofiane Lagraa, Jérôme François, Abdelkader Lahmadi, Marine Miner, Christian A. Hammerschmidt, Radu State
2017	J	`jnl`	Human in the Loop: Interactive Passive Automata Learning via Evidence-Driven State-Merging Algorithms. CoRR Christian A. Hammerschmidt, Radu State, Sicco Verwer
2017	—	`—`	Learning Finite Automata via Flexible State-Merging and Applications in Networking. Christian A. Hammerschmidt
2017	B	`conf`	Learning behavioral fingerprints from Netflows using Timed Automata. IM Gaetano Pellegrino, Qin Lin, Christian A. Hammerschmidt, Sicco Verwer
2017	B	`conf`	Reliable Machine Learning for Networking: Key Issues and Approaches. LCN Christian A. Hammerschmidt, Sebastián García, Sicco Verwer, Radu State
2017	A	`conf`	flexfringe: A Passive Automaton Learning Package. ICSME Sicco Verwer, Christian A. Hammerschmidt
2016	B	`conf`	Behavioral clustering of non-stationary IP flow record data. CNSM Christian A. Hammerschmidt, Samuel Marchal, Radu State, Sicco Verwer
2016	B	`conf`	Efficient Learning of Communication Profiles from IP Flow Records. LCN Christian A. Hammerschmidt, Samuel Marchal, Radu State, Gaetano Pellegrino, Sicco Verwer
2016	—	`conf`	Flexible State-Merging for Learning (P)DFAs in Python. ICGI Christian A. Hammerschmidt, Benjamin Loos, Radu State, Thomas Engel
2016	—	`conf`	Learning Deterministic Finite Automata from Infinite Alphabets. ICGI Gaetano Pellegrino, Christian A. Hammerschmidt, Qin Lin, Sicco Verwer