Tanja Zseby

Computer Science · Physical Sciences

25h-index2.2kcitations159works1.02yr avg
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Research Topics

Network Security and Intrusion Detection(62), Internet Traffic Analysis and Secure E-voting(39), Network Traffic and Congestion Control(31), Advanced Malware Detection Techniques(21), Anomaly Detection Techniques and Applications(19)

Publications159 total

Parameterization-free clustering with sparse data observers
Information Systems·2025· 4 citedOpen Access
What do anomaly scores actually mean? Dynamic characteristics beyond accuracy
Data Mining and Knowledge Discovery·2024· 1 citedOpen Access
Impact of the Neighborhood Parameter on Outlier Detection Algorithms
Lecture notes in computer science·2024· 1 cited
Malware communication in smart factories: A network traffic data set
Computer Networks·2024· 2 citedOpen Access
SDOoop: Capturing Periodical Patterns and Out-of-phase Anomalies in Streaming Data Analysis
arXiv (Cornell University)·2024Open Access
Evading Botnet Detection
2024Open Access
Assessment – An Approach for the Evaluation of Self-Organising Systems
Fraunhofer-Publica (Fraunhofer-Gesellschaft)·2024Open Access
Sampling schemes for validating service level agreements
Swinburne Research Bank (Swinburne University of Technology)·2024· 1 citedOpen Access
dSalmon: High-Speed Anomaly Detection for Evolving Multivariate Data Streams
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2024
Temporal silhouette: validation of stream clustering robust to concept drift
Machine Learning·2023· 6 citedOpen Access
Anomaly detection in streaming data: A comparison and evaluation study
Expert Systems with Applications·2023· 30 citedOpen Access
Communications for Energy Systems
e+i Elektrotechnik und Informationstechnik·2023Open Access
SDOclust: Clustering with Sparse Data Observers
Lecture notes in computer science·2023· 4 cited
Markov Model of PLC Availability Considering Cyber-Attacks in Industrial IoT
Studies in systems, decision and control·2023· 1 cited
Better Safe Than Sorry: Risk Management Based on a Safety-Augmented Network Intrusion Detection System
IEEE Open Journal of the Industrial Electronics Society·2023· 11 citedOpen Access
Separating Flows in Encrypted Tunnel Traffic
2022
CCgen: Injecting Covert Channels into Network Traffic
Security and Communication Networks·2022· 10 citedOpen Access
Modeling data with observers
Intelligent Data Analysis·2022
Shedding Light in the Tunnel: Counting Flows in Encrypted Network Traffic
2021 International Conference on Data Mining Workshops (ICDMW)·2021· 1 cited
Subverting Counter Mode Encryption for Hidden Communication in High-Security Infrastructures
2021· 1 cited
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Frequent Co-authors

Félix Iglesias(16), Joachim Fabini(15), Robert Annessi(8), Sebastian Zander(5), Gernot Vormayr(4), Arthur Zimek(4), Alexander Härtl(4), Maximilian Bachl(4), B. Claise(3), Peter Eder-Neuhauser(3), E. Boschi(3), Daniel C. Ferreira(3), Markus Henke(2), Carsten Schmoll(2), Pedro Casas(2), Alessandro D’Alconzo(2), Davor Frkat(2), Georg Carle(2), Siegfried Hollerer(2), Bernhard Brenner(2)