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| | Preview | Authors / Editors | Title | Type | Issue Date |
| 1 | | Iglesias, Félix ; Zseby, Tanja ; Martínez, Conrado ; Zimek, Arthur | On Heterogeneous Ensembles for Anomaly Detection: Empirical Insights and Guidelines for the Design | Article Artikel  | 29-Jun-2026 |
| 2 | | Iglesias Vazquez, Felix | Machine Learning Supporting Science: Representative Examples in Evolving Systems | Presentation Vortrag | 10-Mar-2026 |
| 3 | | Iglesias Vazquez, Félix ; Ros, Frédéric ; Hoang, Lynh Vy Thuy ; Gourcy, Laurence ; Moquet, Jean-Sébastien ; Daële, Véronique ; Dupraz, Sébastien | A conceptual architecture for AI-assisted Digital Twins in natural resource management | Article Artikel | Mar-2026 |
| 4 | | Iglesias Vazquez, Félix ; Zseby, Tanja ; Zimek, Arthur | Interpreting and Unifying Anomaly Scores with Antagonistic Fuzzy Sets | Inproceedings Konferenzbeitrag | Oct-2025 |
| 5 | | Iglesias Vazquez, Felix | Machine Learning for Complex, Time-Dependent Applications: Representative Cases | Presentation Vortrag | Oct-2025 |
| 6 | | Iglesias Vazquez, Felix | Why Generative AI Won’t Save the Planet (but Cognitive Twins Might) Rethinking AI for Environmental Digital Twins | Presentation Vortrag | Oct-2025 |
| 7 | | Iglesias Vazquez, Félix | AI and Data-Driven Methodologies in Network Security: Challenges and Emerging Paradigms | Presentation Vortrag | 25-Sep-2025 |
| 8 | | Iglesias Vázquez, Félix ; Zseby, Tanja ; Zimek, Arthur | Parameterization-free clustering with sparse data observers | Article Artikel | Aug-2025 |
| 9 | | Iglesias Vazquez, Felix | Machine Learning for Network Security | Presentation Vortrag | 2-Jun-2025 |
| 10 | | Vopava-Wrienz, Julia ; Fabini, Joachim ; Peyreder, Markus ; Braunstein, Rene ; Kienberger, Thomas | Grid-friendly charging in residential areas: Innovative operating concepts and flexibility utilization for a future-oriented charging infrastructure | Inproceedings Konferenzbeitrag | 22-May-2025 |
| 11 | | Hartl, Alexander ; Iglesias Vazquez, Felix ; Zseby, Tanja | Detection of Periodical Patterns and Contextual Anomalies in Data Streams | Inproceedings Konferenzbeitrag   | Feb-2025 |
| 12 | | Iglesias Vazquez, Felix ; Hoang, Vy Thuy Lynh ; Gourcy, Laurence ; Grossel, Agnes ; De Filippis, Amélie ; Moquet, Jean-Sébastien ; Ros, Frédéric | Digital Twins of Natural Resources in the Loire Valley | Inproceedings Konferenzbeitrag | Feb-2025 |
| 13 | | Iglesias Vazquez, Félix ; Marques, Henrique O., ; Zimek, Arthur ; Zseby, Tanja | What do anomaly scores actually mean? Dynamic characteristics beyond accuracy | Article Artikel | Jan-2025 |
| 14 | | Iglesias Vazquez, Felix ; Konzett, Simon ; Zseby, Tanja ; Bifet, Albert | Stream Clustering Robust to Concept Drift | Inproceedings Konferenzbeitrag | 2025 |
| 15 |  | Brenner, Bernhard ; Fabini, Joachim ; Offermanns, Magnus ; Semper, Sabrina ; Zseby, Tanja | Malware communication in smart factories: A network traffic data set | Article Artikel | Dec-2024 |
| 16 | | Zseby, Tanja | AI Strategies for Detecting Malware Communication | Presentation Vortrag | 19-Nov-2024 |
| 17 | | Iglesias, Félix ; Martínez, Conrado ; Zseby, Tanja | Impact of the Neighborhood Parameter on Outlier Detection Algorithms | Inproceedings Konferenzbeitrag | 25-Oct-2024 |
| 18 | | Geiginger, Lisa-Marie ; Zseby, Tanja | Evading Botnet Detection | Inproceedings Konferenzbeitrag | 21-May-2024 |
| 19 | | Matz, Gerald ; Hlawatsch, Franz ; Schwarz, Stefan ; Zseby, Tanja ; Fabini, Joachim | Maschinelles Lernen und Telekommunikation — Eine starke Allianz | Special Contribution Spezialbeitrag | Mar-2024 |
| 20 | | Fabini, Joachim | Dok 1: www.nixgehtmehr.com - Drei Tage Netzausfall | Special Contribution Spezialbeitrag | 21-Feb-2024 |
| 21 | | Hartl, Alexander ; Iglesias Vazquez, Felix ; Zseby, Tanja | dSalmon: High-Speed Anomaly Detection for Evolving Multivariate Data Streams | Inproceedings Konferenzbeitrag | 3-Jan-2024 |
| 22 | | Iglesias Vázquez, Félix ; Hartl, Alexander ; Zseby, Tanja ; Zimek, Arthur | Anomaly detection in streaming data: A comparison and evaluation study | Article Artikel | 15-Dec-2023 |
| 23 | | Iglesias Vazquez, Felix | Deep and Shallow Unsupervised Learning: Competing or Complementary? | Presentation Vortrag | 28-Nov-2023 |
| 24 | | Iglesias Vazquez, Felix ; Zseby, Tanja ; Hartl, Alexander ; Zimek, Arthur | SDOclust: Clustering with Sparse Data Observers | Inproceedings Konferenzbeitrag | 27-Oct-2023 |
| 25 | | Iglesias Vazquez, Felix | Data Integration Engineering for Boosting Digital Twins AI | Presentation Vortrag | 5-Oct-2023 |
| 26 | | Fabini, Joachim ; Hartl, Alexander ; Meghdouri, Fares ; Zseby, Tanja | Sicherheit Ladeinfrastruktur eMobilität: Steuerung von Ladeinfrastruktur durch CPOs und Aggregatoren | Presentation Vortrag | 4-Oct-2023 |
| 27 | | Iglesias Vazquez, Felix | Unsupervised Learning in Streaming Data Analysis: Insights and Challenges | Presentation Vortrag | 15-Jun-2023 |
| 28 | | Fabini, Joachim ; Hartl, Alexander ; Meghdouri, Fares ; Zseby, Tanja | Sicherheitsstudie Ladeinfrastrukturanbindung; Steuerung von Ladeinfrastruktur durch CPOs und Aggregatoren | Report Bericht | 6-Jun-2023 |
| 29 | | Zseby, Tanja | Features make the difference: How to detect malware communication in network traffic | Presentation Vortrag | 31-Mar-2023 |
| 30 | | Hollerer, Siegfried ; Brenner, Bernhard ; Bhosale, Pushparaj Rajaram ; Fischer, Clara ; Hosseini, Ali Mohammad ; Maragkou, Sofia ; Papa, Maximilian ; Schlund, Sebastian ; Sauter, Thilo ; Kastner, Wolfgang | Challenges in OT Security and Their Impacts on Safety-Related Cyber-Physical Production Systems | Book Contribution Buchbeitrag | 3-Feb-2023 |
| 31 |  | Iglesias Vázquez, Félix ; Zseby, Tanja | Temporal silhouette: validation of stream clustering robust to concept drift | Article Artikel | 2023 |
| 32 | | Brenner, Bernhard ; Hollerer, Siegfried ; Bhosale, Pushparaj ; Sauter, Thilo ; Kastner, Wolfgang ; Fabini, Joachim ; Zseby, Tanja | Better Safe Than Sorry: Risk Management based on a Safety-augmented Network Intrusion Detection System | Article Artikel | 2023 |
| 33 | | Kolisnyk, Maryna ; Jantsch, Axel ; Zseby, Tanja ; Kharchenko, Vyacheslav | Markov Model of PLC Availability Considering Cyber-Attacks in Industrial IoT | Book Contribution Buchbeitrag | 2023 |
| 34 | | Zseby, Tanja | Malware Communication in Critical Infrastructures | Presentation Vortrag | 9-Dec-2022 |
| 35 | | Zseby, Tanja | Schutz kritischer Infrastruktur: Herausforderungen in Krisenzeiten | Presentation Vortrag | 28-Jun-2022 |
| 36 | | Alvarez-Hamelin, José Ignacio ; Morton, Alfred ; Fabini, Joachim ; Pignataro, Carlos ; Geib, Rüdiger | RFC 9198: Advanced Unidirectional Route Assessment (AURA) | Special Contribution Spezialbeitrag | May-2022 |
| 37 | | Fabini, Joachim | Verdeckte Kommunikation in Kritischen Infrastrukturen : Gefährdungen, Angriffe, Erkennung, Abwehrmaßnahmen | Presentation Vortrag | 28-Apr-2022 |
| 38 | | Meghdouri, Fares ; Iglesias Vazquez, Félix ; Zseby, Tanja | Modeling Data with Observers | Artikel Article | 18-Apr-2022 |
| 39 | | Hartl, Alexander ; Fabini, Joachim ; Roschger, Christoph ; Eder-Neuhauser, Peter ; Petrovic, Marco ; Tobler, Roman ; Zseby, Tanja | Subverting Counter Mode Encryption for Hidden Communication in High-Security Infrastructures : Exploiting the AES GCM Authentication Tag for Hidden Communications | Presentation Vortrag | 24-Mar-2022 |
| 40 | | Zseby, Tanja | Machine Learning for Network Security | Presentation Vortrag | 22-Feb-2022 |
| 41 | | Iglesias, Félix ; Meghdouri, Fares ; Annessi, Robert ; Zseby, Tanja | CCgen: Injecting Covert Channels into Network Traffic | Artikel Article | 2022 |
| 42 | | Hartl, Alexander ; Fabini, Joachim ; Zseby, Tanja | Separating Flows in Encrypted Tunnel Traffic | Inproceedings Konferenzbeitrag | 2022 |
| 43 | | Iglesias Vázquez, Félix ; Zseby, Tanja ; Zimek, Arthur | Clustering Refinement | Artikel Article | Oct-2021 |
| 44 | | Fabini, Joachim ; Hartl, Alexander ; Meghdouri, Fares ; Breitenfellner, Claudia ; Zseby, Tanja | SecTULab: A Moodle-Integrated Secure Remote Access Architecture for Cyber Security Laboratories | Konferenzbeitrag Inproceedings | 2021 |
| 45 | | Fabini, Joachim | MALORI: Malware-Kommunikation in kritischen Infrastrukturen | Konferenzbeitrag Inproceedings | 2021 |
| 46 | | Hartl, Alexander ; Fabini, Joachim ; Roschger, Christoph ; Eder-Neuhauser, Peter ; Petrovic, Marco ; Tobler, Roman ; Zseby, Tanja | Subverting Counter Mode Encryption for Hidden Communication in High-Security Infrastructures | Konferenzbeitrag Inproceedings | 2021 |
| 47 | | Meghdouri, Fares ; Vazquez, Felix Iglesias ; Zseby, Tanja | Shedding Light in the Tunnel: Counting Flows in Encrypted Network Traffic | Konferenzbeitrag Inproceedings | 2021 |
| 48 | | Zseby, Tanja | Hidden Malware Communication in Critical Infrastructures | Präsentation Presentation | 2021 |
| 49 | | Meghdouri, Fares ; Schmied, Thomas ; Gärtner, Thomas ; Zseby, Tanja | Controllable Network Data Balancing with GANs | Präsentation Presentation | 2021 |
| 50 | | Fabini, Joachim | Malware Communication in Critical Infrastructures: The MALORI Project | Präsentation Presentation | 2021 |
| 51 | | Zseby, Tanja | Detecting Malware Communication: Challenges and Approaches | Präsentation Presentation | 2021 |
| 52 | | Mizrahi, Tal ; Fabini, Joachim ; Morton, Al | RFC 8877: Guidelines for Defining Packet Timestamps | Special Contribution Spezialbeitrag | Sep-2020 |
| 53 | | Iglesias, Félix ; Hartl, Alexander ; Zseby, Tanja ; Zimek, Arthur | Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms | Konferenzbeitrag Inproceedings | 2020 |
| 54 | | Iglesias Vazquez, Felix ; Zseby, Tanja ; Zimek, Arthur | Interpretability and Refinement of Clustering | Konferenzbeitrag Inproceedings | 2020 |
| 55 | | Hartl, Alexander ; Iglesias Vazquez, Felix ; Zseby, Tanja | SDOstream: Low-Density Models for Streaming Outlier Detection | Konferenzbeitrag Inproceedings | 2020 |
| 56 | | Meghdouri, Fares ; Bachl, Maximilian ; Zseby, Tanja | EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection | Konferenzbeitrag Inproceedings | 2020 |
| 57 | | Bachl, Maximilian ; Fabini, Joachim ; Zseby, Tanja | LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning | Konferenzbeitrag Inproceedings | 2020 |
| 58 | | Meghdouri, Fares ; Iglesias Vazquez, Felix ; Zseby, Tanja | Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection | Konferenzbeitrag Inproceedings | 2020 |
| 59 | | Meghdouri, Fares ; Iglesias Vazquez, Felix ; Zseby, Tanja | Anomaly Detection for Mixed Packet Sequences | Konferenzbeitrag Inproceedings | 2020 |
| 60 | | Bachl, Maximilian ; Meghdouri, Fares ; Fabini, Joachim ; Zseby, Tanja | SparseIDS: Learning Packet Sampling with Reinforcement Learning | Konferenzbeitrag Inproceedings | 2020 |
| 61 | | Hartl, Alexander ; Bachl, Maximilian ; Fabini, Joachim ; Zseby, Tanja | Explainability and Adversarial Robustness for RNNs | Konferenzbeitrag Inproceedings | 2020 |
| 62 | | Iglesias, Félix ; Ferreira, Daniel C. ; Vormayr, Gernot ; Bachl, Maximilian ; Zseby, Tanja | NTARC: A Data Model for the Systematic Review of Network Traffic Analysis Research | Artikel Article | 2020 |
| 63 | | Bachl, Maximilian ; Hartl, Alexander ; Fabini, Joachim ; Zseby, Tanja | Walling up Backdoors in Intrusion Detection Systems | Präsentation Presentation | 2020 |
| 64 | | Vormayr, Gernot ; Fabini, Joachim ; Zseby, Tanja | Why are My Flows Different? A Tutorial on Flow Exporters | Artikel Article | 2020 |
| 65 | | Skopik, Florian ; Landauer, Max ; Wurzenberger, Markus ; Vormayr, Gernot ; Milosevic, Jelena ; Fabini, Joachim ; Prüggler, Wolfgang ; Kruschitz, Oskar ; Widmann, Benjamin ; Truckenthanner, Kevin ; Rass, Stefan ; Simmer, Michael ; Zauner, Christoph | synERGY: Cross-correlation of operational and contextual data to timely detect and mitigate attacks to cyber-physical systems | Artikel Article | 2020 |
| 66 | | Iglesias, Félix ; Ojdanic, Denis ; Hartl, Alexander ; Zseby, Tanja | MDCStream: Stream Data Generator for Testing Analysis Algorithms | Konferenzbeitrag Inproceedings | 2020 |
| 67 | | Iglesias, Felix ; Zseby, Tanja ; Zimek, Arthur | Absolute Cluster Validity | Artikel Article | 2019 |
| 68 | | Hartl, Alexander ; Zseby, Tanja ; Fabini, Joachim | BeaconBlocks: Augmenting Proof-of-Stake with On-Chain Time Synchronization | Konferenzbeitrag Inproceedings | 2019 |
| 69 | | Wahab, Muhammad Abdul ; Milosevic, Jelena ; Regazzoni, Francesco ; Ferrante, Alberto | Power & performance optimized hardware classifiers for efficient on-device malware detection | Konferenzbeitrag Inproceedings | 2019 |
| 70 | | Bachl, Maximilian ; Hartl, Alexander ; Fabini, Joachim ; Zseby, Tanja | Walling up Backdoors in Intrusion Detection Systems | Konferenzbeitrag Inproceedings | 2019 |
| 71 | | Iglesias, Felix ; Zseby, Tanja | Pattern Discovery in Internet Background Radiation | Artikel Article | 2019 |
| 72 | | Bachl, Maximilian ; Zseby, Tanja ; Fabini, Joachim | Rax: Deep Reinforcement Learning for Congestion Control | Konferenzbeitrag Inproceedings | 2019 |
| 73 | | Milosevic, Jelena ; Malek, Miroslaw ; Ferrante, Alberto | Time, accuracy and power consumption tradeoff in mobile malware detection systems | Artikel Article | 2019 |
| 74 | | Zseby, Tanja | Malware Communication: Hiding Techniques and Detection Methods | Präsentation Presentation | 2019 |
| 75 | | Zseby, Tanja | (Un-)Reproducible Research: Experiences from Network Traffic Analysis | Präsentation Presentation | 2019 |
| 76 | | Hirschmugl-Fuchs, Monika ; Bayer, Henrike ; Kepplinger, Peter ; Preißinger, Markus ; Neubarth, Jürgen ; Winkelbauer, Andreas ; Christian, Rupert ; Obernosterer, Gerald ; Velenderic, Michele ; Schletterer, Martin ; Hirschbichler, Michael | Effizienz und Big Data in der Energiewirtschaft, UMWELT - Schriftenreihe für Ökologie und Ethologie 45 | Buch Book | 2019 |
| 77 | | Negrinho, Renato ; Patil, Darshan ; Le, Nghia ; Ferreira, Daniel C. ; Gormley, Matthew R. ; Gordon, Geoffrey | Towards modular and programmable architecture search | Konferenzbeitrag Inproceedings | 2019 |
| 78 | | Ferreira, Daniel C. ; Vazquez, Felix Iglesias ; Zseby, Tanja | Extreme Dimensionality Reduction for Network Attack Visualization with Autoencoders | Konferenzbeitrag Inproceedings | 2019 |
| 79 | | Bachl, Maximilian ; Fabini, Joachim ; Zseby, Tanja | Cocoa: Congestion Control Aware Queuing | Konferenzbeitrag Inproceedings | 2019 |
| 80 | | Morton, Al ; Fabini, Joachim ; Elkins, Nalini ; Ackermann, Michael ; Hegde, Vinayak | RFC 8468: IPv4, IPv6, and IPv4-IPv6 Coexistence: Updates for the IP Performance Metrics (IPPM) Framework | Special Contribution Spezialbeitrag | Nov-2018 |
| 81 |  | Meghdouri, Fares ; Zseby, Tanja ; Iglesias Vázquez, Félix | Analysis of Lightweight Feature Vectors for Attack Detection in Network Traffic | Article Artikel | Nov-2018 |
| 82 | | Iglesias, Félix ; Milosevic, Jelena ; Zseby, Tanja | Fuzzy classification boundaries against adversarial network attacks | Artikel Article | 2018 |
| 83 | | Hartl, Alexander ; Annessi, Robert ; Zseby, Tanja | Subliminal Channels in High-Speed Signatures | Artikel Article | 2018 |
| 84 | | Paudel, Sarita ; Smith, Paul ; Zseby, Tanja | Stealthy Attacks on Smart Grid PMU State Estimation | Konferenzbeitrag Inproceedings | 2018 |
| 85 | | Iglesias Vazquez, Felix ; Zseby, Tanja ; Zimek, Arthur | Outlier Detection Based on Low Density Models | Konferenzbeitrag Inproceedings | 2018 |
| 86 | | Bianchi, Filippo Maria ; Livi, Lorenzo ; Ferrante, Alberto ; Milosevic, Jelena ; Malek, Miroslaw | Time Series Kernel Similarities for Predicting Paroxysmal Atrial Fibrillation from ECGs | Konferenzbeitrag Inproceedings | 2018 |
| 87 | | Annessi, Robert ; Zseby, Tanja ; Fabini, Joachim | A new Direction for Research on Data Origin Authentication in Group Communication | Konferenzbeitrag Inproceedings | 2018 |
| 88 | | Frkat, Davor ; Annessi, Robert ; Zseby, Tanja | ChainChannels: Private Botnet Communication Over Public Blockchains | Konferenzbeitrag Inproceedings | 2018 |
| 89 | | Annessi, Robert ; Fabini, Joachim ; Zseby, Tanja | To Trust or Not to Trust: Data Origin Authentication for Group Communication in 5G Networks | Konferenzbeitrag Inproceedings | 2018 |
| 90 | | Iglesias Vazquez, Felix ; Annessi, Robert ; Zseby, Tanja | Analytic Study of Features for the Detection of Covert Timing Channels in Network Traffic | Artikel Article | 18-Dec-2017 |
| 91 | | Ullrich, Johanna ; Zseby, Tanja ; Fabini, Joachim ; Weippl, Edgar | Network-Based Secret Communication in Clouds: A Survey | Artikel Article | 2017 |
| 92 | | Eder-Neuhauser, Peter | Kritische Infrastrukturen und Ihre Abhängigkeiten | Präsentation Presentation | 2017 |
| 93 | | Vormayr, Gernot ; Zseby, Tanja ; Fabini, Joachim | Botnet Communication Patterns | Artikel Article | 2017 |
| 94 | | Eder-Neuhauser, Peter ; Zseby, Tanja ; Fabini, Joachim ; Vormayr, Gernot | Cyber attack models for smart grid environments | Artikel Article | 2017 |
| 95 | | Martinasek, Zdenek ; Iglesias Vazquez, Felix ; Malina, Lukas ; Martinasek, Josef | Crucial pitfall of DPA Contest V4.2 Implementation | Artikel Article | 2017 |
| 96 | | Zseby, Tanja | Smarter than the Grid: Malware Communication Trends | Konferenzbeitrag Inproceedings | 2017 |
| 97 | | Annessi, Robert ; Fabini, Joachim ; Zseby, Tanja | It's about Time: Securing Broadcast Time Synchronization with Data Origin Authentication | Konferenzbeitrag Inproceedings | 2017 |
| 98 | | Xypolytou, Evangelia ; Zseby, Tanja ; Fabini, Joachim ; Gawlik, Wolfgang | Detection and Mitigation of Cascading Failures in Interconnected Power Systems | Konferenzbeitrag Inproceedings | 2017 |
| 99 | | Xypolytou, Evangelia ; Meisel, Marcus ; Sauter, Thilo | Short-term Electricity Consumption Forecast with Artificial Neural Networks - A Case Study of Office Buildings | Konferenzbeitrag Inproceedings | 2017 |
| 100 | | Morton, Alfred ; Fabini, Joachim ; Elkins, Nalini ; Ackermann, Michael ; Hegde, Vinayak | IPv6, IPv4 and Coexistence Updates for IPPM's Active Metric Framework: draft-ietf-ippm-2330-ipv6-01 | Präsentation Presentation | 2017 |
