Tanja Zseby

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 75

Top Venues

CoRR

Elektrotech. Informationstechnik

ARES

IEEE Commun. Surv. Tutorials

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Félix Iglesias Vázquez, Tanja Zseby
Temporal silhouette: validation of stream clustering robust to concept drift. Mach. Learn. 113 (4) (2024)
Lisa-Marie Geiginger, Tanja Zseby
Evading Botnet Detection. SAC (2024)
Félix Iglesias, Tanja Zseby, Alexander Hartl, Arthur Zimek
SDOclust: Clustering with Sparse Data Observers. SISAP (2023)
Félix Iglesias Vázquez, Alexander Hartl, Tanja Zseby, Arthur Zimek
Anomaly detection in streaming data: A comparison and evaluation study. Expert Syst. Appl. 233 (2023)
Friederich Kupzog, Joachim Fabini, Tanja Zseby
Communications for Energy Systems. Elektrotech. Informationstechnik 140 (5) (2023)
Alexander Hartl, Félix Iglesias, Tanja Zseby
dSalmon: High-Speed Anomaly Detection for Evolving Multivariate Data Streams. VALUETOOLS (2023)
Alexander Hartl, Joachim Fabini, Tanja Zseby
Separating Flows in Encrypted Tunnel Traffic. ICMLA (2022)
Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby
Modeling data with observers. Intell. Data Anal. 26 (3) (2022)
Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby
Shedding Light in the Tunnel: Counting Flows in Encrypted Network Traffic. ICDM (Workshops) (2021)
Maximilian Bachl, Joachim Fabini, Tanja Zseby
A flow-based IDS using Machine Learning in eBPF. CoRR (2021)
Félix Iglesias, Tanja Zseby, Arthur Zimek
Clustering refinement. Int. J. Data Sci. Anal. 12 (4) (2021)
Joachim Fabini, Alexander Hartl, Fares Meghdouri, Claudia Breitenfellner, Tanja Zseby
SecTULab: A Moodle-Integrated Secure Remote Access Architecture for Cyber Security Laboratories. ARES (2021)
Alexander Hartl, Joachim Fabini, Christoph Roschger, Peter Eder-Neuhauser, Marco Petrovic, Roman Tobler, Tanja Zseby
Subverting Counter Mode Encryption for Hidden Communication in High-Security Infrastructures. ARES (2021)
Félix Iglesias Vázquez, Tanja Zseby, Arthur Zimek
Interpretability and Refinement of Clustering. DSAA (2020)
Maximilian Bachl, Joachim Fabini, Tanja Zseby
Optimizing Congestion Control Through Fair Queuing Detection. CoRR (2020)
Maximilian Bachl, Joachim Fabini, Tanja Zseby
LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning. CoRR (2020)
Fares Meghdouri, Maximilian Bachl, Tanja Zseby
EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection. CSNet (2020)
Alexander Hartl, Félix Iglesias, Tanja Zseby
SDOstream: Low-Density Models for Streaming Outlier Detection. ESANN (2020)
Alexander Hartl, Maximilian Bachl, Joachim Fabini, Tanja Zseby
Explainability and Adversarial Robustness for RNNs. BigDataService (2020)
Maximilian Bachl, Fares Meghdouri, Joachim Fabini, Tanja Zseby
SparseIDS: Learning Packet Sampling with Reinforcement Learning. CoRR (2020)
Maximilian Bachl, Fares Meghdouri, Joachim Fabini, Tanja Zseby
SparseIDS: Learning Packet Sampling with Reinforcement Learning. CNS (2020)
Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby
Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection. DSAA (2020)
Félix Iglesias, Denis Ojdanic, Alexander Hartl, Tanja Zseby
MDCStream: Stream Data Generator for Testing Analysis Algorithms. VALUETOOLS (2020)
Maximilian Bachl, Joachim Fabini, Tanja Zseby
LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning. LCN (2020)
Gernot Vormayr, Joachim Fabini, Tanja Zseby
Why are My Flows Different? A Tutorial on Flow Exporters. IEEE Commun. Surv. Tutorials 22 (3) (2020)
Félix Iglesias, Tanja Zseby, Arthur Zimek
Absolute Cluster Validity. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Fares Meghdouri, Maximilian Bachl, Tanja Zseby
EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection. CoRR (2020)
Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby
Anomaly Detection for Mixed Packet Sequences. LCN Symposium (2020)
Maximilian Bachl, Joachim Fabini, Tanja Zseby
Cocoa: Congestion Control Aware Queuing. CoRR (2019)
Daniel C. Ferreira, Félix Iglesias Vázquez, Tanja Zseby
Extreme Dimensionality Reduction for Network Attack Visualization with Autoencoders. IJCNN (2019)
Félix Iglesias, Jelena Milosevic, Tanja Zseby
Fuzzy classification boundaries against adversarial network attacks. Fuzzy Sets Syst. 368 (2019)
Maximilian Bachl, Alexander Hartl, Joachim Fabini, Tanja Zseby
Walling up Backdoors in Intrusion Detection Systems. CoRR (2019)
Alexander Hartl, Tanja Zseby, Joachim Fabini
BeaconBlocks: Augmenting Proof-of-Stake with On-Chain Time Synchronization. Blockchain (2019)
Alexander Hartl, Maximilian Bachl, Joachim Fabini, Tanja Zseby
Explainability and Adversarial Robustness for RNNs. CoRR (2019)
Félix Iglesias, Tanja Zseby
Pattern Discovery in Internet Background Radiation. IEEE Trans. Big Data 5 (4) (2019)
Félix Iglesias, Tanja Zseby, Daniel C. Ferreira, Arthur Zimek
MDCGen: Multidimensional Dataset Generator for Clustering. J. Classif. 36 (3) (2019)
Maximilian Bachl, Tanja Zseby, Joachim Fabini
Rax: Deep Reinforcement Learning for Congestion Control. ICC (2019)
Peter Eder-Neuhauser, Tanja Zseby, Joachim Fabini
Malware propagation in smart grid networks: metrics, simulation and comparison of three malware types. J. Comput. Virol. Hacking Tech. 15 (2) (2019)
Maximilian Bachl, Alexander Hartl, Joachim Fabini, Tanja Zseby
Walling up Backdoors in Intrusion Detection Systems. Big-DAMA@CoNEXT (2019)
Maximilian Bachl, Joachim Fabini, Tanja Zseby
Cocoa: Congestion Control Aware Queuing. BS (2019)
Félix Iglesias, Alexander Hartl, Tanja Zseby, Arthur Zimek
Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms. PKDD/ECML Workshops (2) (2019)
Félix Iglesias Vázquez, Tanja Zseby, Arthur Zimek
Outlier Detection Based on Low Density Models. ICDM Workshops (2018)
Tanja Zseby
Cyber-Physical Systems - Security. Elektrotech. Informationstechnik 135 (3) (2018)
Robert Annessi, Joachim Fabini, Félix Iglesias, Tanja Zseby
Encryption is Futile: Delay Attacks on High-Precision Clock Synchronization. CoRR (2018)
Peter Eder-Neuhauser, Tanja Zseby, Joachim Fabini
Malware propagation in smart grid monocultures. Elektrotech. Informationstechnik 135 (3) (2018)
Davor Frkat, Robert Annessi, Tanja Zseby
ChainChannels: Private Botnet Communication Over Public Blockchains. iThings/GreenCom/CPSCom/SmartData (2018)
Sarita Paudel, Paul Smith, Tanja Zseby
Stealthy Attacks on Smart Grid PMU State Estimation. ARES (2018)
Robert Annessi, Joachim Fabini, Tanja Zseby
To Trust or Not to Trust: Data Origin Authentication for Group Communication in 5G Networks. ARES (2018)
Alexander Hartl, Robert Annessi, Tanja Zseby
Subliminal Channels in High-Speed Signatures. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 9 (1) (2018)
Daniel C. Ferreira, Félix Iglesias Vázquez, Gernot Vormayr, Maximilian Bachl, Tanja Zseby
A Meta-Analysis Approach for Feature Selection in Network Traffic Research. Reproducibility@SIGCOMM (2017)
Félix Iglesias Vázquez, Robert Annessi, Tanja Zseby
Analytic Study of Features for the Detection of Covert Timing Channels in NetworkTraffic. J. Cyber Secur. Mobil. 6 (3) (2017)
Evangelia Xypolytou, Tanja Zseby, Joachim Fabini, Wolfgang Gawlik
Detection and mitigation of cascading failures in interconnected power systems. ISGT Europe (2017)
Alexander Hartl, Robert Annessi, Tanja Zseby
A Subliminal Channel in EdDSA: Information Leakage with High-Speed Signatures. MIST@CCS (2017)
Sarita Paudel, Paul Smith, Tanja Zseby
Attack Models for Advanced Persistent Threats in Smart Grid Wide Area Monitoring. SPSR-SG@CPSWeek (2017)
Robert Annessi, Joachim Fabini, Tanja Zseby
SecureTime: Secure Multicast Time Synchronization. CoRR (2017)
Christian Krieg, Clifford Wolf, Axel Jantsch, Tanja Zseby
Toggle MUX: How X-Optimism Can Lead to Malicious Hardware. DAC (2017)
Johanna Ullrich, Tanja Zseby, Joachim Fabini, Edgar R. Weippl
Network-Based Secret Communication in Clouds: A Survey. IEEE Commun. Surv. Tutorials 19 (2) (2017)
Félix Iglesias, Tanja Zseby
Are Network Covert Timing Channels Statistical Anomalies? ARES (2017)
Félix Iglesias, Valentin Bernhardt, Robert Annessi, Tanja Zseby
Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic. CD-MAKE (2017)
Robert Annessi, Tanja Zseby, Joachim Fabini
A New Direction for Research on Data Origin Authentication in Group Communication. CANS (2017)
Evangelia Xypolytou, Joachim Fabini, Wolfgang Gawlik, Tanja Zseby
The FUSE testbed: establishing a microgrid for smart grid security experiments. Elektrotech. Informationstechnik 134 (1) (2017)
Robert Annessi, Joachim Fabini, Tanja Zseby
It's about Time: Securing Broadcast Time Synchronization with Data Origin Authentication. ICCCN (2017)
Gernot Vormayr, Tanja Zseby, Joachim Fabini
Botnet Communication Patterns. IEEE Commun. Surv. Tutorials 19 (4) (2017)
Tanja Zseby, Félix Iglesias Vázquez, Valentin Bernhardt, Davor Frkat, Robert Annessi
A Network Steganography Lab on Detecting TCP/IP Covert Channels. IEEE Trans. Educ. 59 (3) (2016)
Félix Iglesias, Robert Annessi, Tanja Zseby
DAT detectors: uncovering TCP/IP covert channels by descriptive analytics. Secur. Commun. Networks 9 (15) (2016)
Joachim Fabini, Tanja Zseby
The Right Time: Reducing Effective End-to-End Delay in Time-Slotted Packet-Switched Networks. IEEE/ACM Trans. Netw. 24 (4) (2016)
Sarita Paudel, Paul Smith, Tanja Zseby
Data Integrity Attacks in Smart Grid Wide Area Monitoring. ICS-CSR (2016)
Félix Iglesias, Tanja Zseby
Time-activity footprints in IP traffic. Comput. Networks 107 (2016)
Peter Eder-Neuhauser, Tanja Zseby, Joachim Fabini
Resilience and Security: A Qualitative Survey of Urban Smart Grid Architectures. IEEE Access 4 (2016)
Pedro Casas, Alessandro D'Alconzo, Tanja Zseby, Marco Mellia
Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis. LANCOMM@SIGCOMM (2016)
Tanja Zseby, Félix Iglesias Vázquez, Alistair King, Kimberly C. Claffy
Teaching Network Security With IP Darkspace Data. IEEE Trans. Educ. 59 (1) (2016)
Félix Iglesias, Tanja Zseby
Analysis of network traffic features for anomaly detection. Mach. Learn. 101 (1-3) (2015)
Joachim Fabini, Tanja Zseby
M2M communication delay challenges: Application and measurement perspectives. I2MTC (2015)
Félix Iglesias, Tanja Zseby
Entropy-Based Characterization of Internet Background Radiation. Entropy 17 (1) (2015)
Joachim Fabini, Tanja Zseby, Michael Hirschbichler
Representative Delay Measurements (RDM): Facing the Challenge of Modern Networks. EAI Endorsed Trans. Energy Web 2 (6) (2015)
Félix Iglesias, Tanja Zseby
Modelling IP darkspace traffic by means of clustering techniques. CNS (2014)
Tanja Zseby, Nevil Brownlee, Alistair King, kc claffy
Nightlights: Entropy-Based Metrics for Classifying Darkspace Traffic Patterns. PAM (2014)
Tanja Zseby, Joachim Fabini
Security Challenges for Wide Area Monitoring in Smart Grids. Elektrotech. Informationstechnik 131 (3) (2014)
Joachim Fabini, Tanja Zseby, Michael Hirschbichler
Representative Delay Measurements (RDM): Facing the Challenge of Modern Networks. VALUETOOLS (2014)
Tanja Zseby, Joachim Fabini, Dipika Rani
Synchrophasor communication. Elektrotech. Informationstechnik 131 (1) (2014)
Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore, Tanja Zseby
When YouTube Does not Work - Analysis of QoE-Relevant Degradation in Google CDN Traffic. IEEE Trans. Netw. Serv. Manag. 11 (4) (2014)
Tanja Zseby, Alistair King, Nevil Brownlee, Kimberly C. Claffy
The Day after Patch Tuesday: Effects Observable in IP Darkspace Traffic. PAM (2013)
Salvatore D'Antonio, Tanja Zseby, Christian Henke, Lorenzo Peluso
Flow Selection Techniques. RFC 7014 (2013)
Tanja Zseby
Is IPv6 Ready for the Smart Grid? CyberSecurity (2012)
Tanja Zseby, kc claffy
Workshop report: darkspace and unsolicited traffic analysis (DUST 2012). Comput. Commun. Rev. 42 (5) (2012)
Christian Henke, Robert Wuttke, Tanja Zseby, Konrad Campowsky
On Creating Overlay Routing Topologies between Heterogeneous Experimental Facilities. TRIDENTCOM (2011)
Thomas Zinner, Kurt Tutschku, Tanja Zseby
MultiNext - Measuring concurrent multipath transmissions in an experimental facility. NGI (2011)
Thomas Zinner, Dominik Klein, Kurt Tutschku, Tanja Zseby, Phuoc Tran-Gia, Yuval Shavitt
Performance of concurrent multipath transmissions - Measurements and model validation. NGI (2011)
Tanja Zseby, Thomas Zinner, Kurt Tutschku, Yuval Shavitt, Phuoc Tran-Gia, Christian Schwartz, Albert Rafetseder, Christian Henke, Carsten Schmoll
Multipath Routing Slice Experiments in Federated Testbeds. Future Internet Assembly (2011)
Tanja Zseby, Christian Henke, Michael Kleis
Packet Tracking in PlanetLab Europe - A Use Case. TRIDENTCOM (2010)
Tanja Zseby, Michael Kleis, Thomas Hirsch
Kooperationsstrategien für Netzwerkmanagement im Internet der Zukunft. Inform. Spektrum 33 (2) (2010)
Tacio Santos, Christian Henke, Carsten Schmoll, Tanja Zseby
Multi-hop packet tracking for experimental facilities. SIGCOMM (2010)
Carsten Schmoll, Christian Henke, Dirk Hoffstadt, Abbas Ali Siddiqui, Thomas Magedanz, Paul Müller, Erwin P. Rathgeb, Tanja Zseby
G-Lab Deep: Cross-Layer Composition and Security for a Flexible Future Internet. TRIDENTCOM (2010)
Jens Tiemann, Mikhail Smirnov, Tanja Zseby
Assessment - Ein Ansatz zur Evaluierung selbstorganisierender Systeme. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 27 (2010)
Tanja Zseby, Maurizio Molina, Nick G. Duffield, Saverio Niccolini, Frederic Raspall
Sampling and Filtering Techniques for IP Packet Selection. RFC 5475 (2009)
Christian Henke, Carsten Schmoll, Tanja Zseby
Empirical Evaluation of Hash Functions for PacketID Generation in Sampled Multipoint Measurements. PAM (2009)
Elisa Boschi, Brian Trammell, Lutz Mark, Tanja Zseby
Exporting Type Information for IP Flow Information Export (IPFIX) Information Elements. RFC 5610 (2009)
Tanja Zseby, Thomas Hirsch, Michael Kleis, Radu Popescu-Zeletin
Towards a Future Internet: Node Collaboration for Autonomic Communication. Future Internet Assembly (2009)
Tanja Zseby, Thomas Hirsch
With Joint Forces - Establishing Situation Awareness for the Future Internet. ERCIM News 2009 (77) (2009)
Tanja Zseby, Elisa Boschi, Nevil Brownlee, Benoit Claise
IP Flow Information Export (IPFIX) Applicability. RFC 5472 (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tanja Zseby