Publications in Scientific Journals
F. Iglesias Vazquez, F. Meghdouri, R. Annessi, T. Zseby:
"CCgen: Injecting Covert Channels into Network Traffic";
Security And Communication Networks,
2022
(2022),
1
- 11.
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F. Iglesias Vazquez, T. Zseby, A. Zimek:
"Clustering Refinement";
International Journal of Data Science and Analytics,
12
(2021),
4;
333
- 353.
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F. Meghdouri, F. Iglesias Vazquez, T. Zseby:
"Modeling Data with Observers";
Intelligent Data Analysis,
26
(2021),
3;
785
- 803.
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F. Iglesias Vazquez, D. Ferreira, G. Vormayr, M. Bachl, T. Zseby:
"NTARC: A Data Model for the Systematic Review of Network Traffic Analysis Research";
Applied Sciences,
10
(2020),
12:4307;
23 pages.
BibTeX
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G. Vormayr, J. Fabini, T. Zseby:
"Why are My Flows Different? A Tutorial on Flow Exporters";
IEEE Communications Surveys & Tutorials,
22
(2020),
3;
2064
- 2103.
BibTeX
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F. Iglesias Vazquez, T. Zseby:
"Pattern Discovery in Internet Background Radiation";
IEEE Transactions on Big Data,
5
(2019),
4;
467
- 480.
BibTeX
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F. Iglesias Vazquez, T. Zseby, D. Ferreira, A. Zimek:
"MDCGen: Multidimensional Dataset Generator for Clustering";
Journal of Classification,
*
(2019),
20 pages.
BibTeX
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F. Iglesias Vazquez, T. Zseby, A. Zimek:
"Absolute Cluster Validity";
IEEE Transactions on Pattern Analysis and Machine Intelligence,
42
(2019),
9;
2096
- 2112.
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A. Hartl, R. Annessi, T. Zseby:
"Subliminal Channels in High-Speed Signatures";
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA),
9
(2018),
1;
30
- 53.
BibTeX
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F. Iglesias Vazquez, J. Milosevic, T. Zseby:
"Fuzzy classification boundaries against adversarial network attacks";
Fuzzy Sets and Systems,
368
(2018),
20
- 35.
BibTeX
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F. Meghdouri, T. Zseby, F. Iglesias Vazquez:
"Analysis of Lightweight Feature Vectors for Attack Detection in Network Traffic";
Applied Sciences,
8
(2018),
11;
16 pages.
BibTeX
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E. Xypolytou, W. Gawlik, T. Zseby, J. Fabini:
"Impact of Asynchronous Renewable Generation Infeed on Grid Frequency: Analysis Based on Synchrophasor Measurements";
Sustainability,
10
(2018),
1605;
1
- 10.
BibTeX
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P. Eder-Neuhauser, T. Zseby, J. Fabini, G. Vormayr:
"Cyber attack models for smart grid environments";
Sustainable Energy, Grids and Networks,
12
(2017),
12C (2017);
10
- 29.
BibTeX
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F. Iglesias Vazquez, R. Annessi, T. Zseby:
"Analytic Study of Features for the Detection of Covert Timing Channels in Network Traffic";
Journal of Cyber Security and Mobility,
6
(2017),
3;
225
- 270.
BibTeX
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J. Ullrich, T. Zseby, J. Fabini, E. Weippl:
"Network-Based Secret Communication in Clouds: A Survey";
IEEE Communications Surveys & Tutorials,
19
(2017),
2;
1112
- 1144.
BibTeX
More information
G. Vormayr, T. Zseby, J. Fabini:
"Botnet Communication Patterns";
IEEE Communications Surveys & Tutorials,
19
(2017),
4;
2768
- 2796.
BibTeX
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E. Xypolytou, J. Fabini, W. Gawlik, T. Zseby:
"The FUSE testbed: establishing a microgrid for smart grid security experiments";
E&I Elektrotechnik und Informationstechnik,
online
(2017),
1
- 6.
BibTeX
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P. Eder-Neuhauser, T. Zseby, J. Fabini:
"Resilience and Security: A Qualitative Survey of Urban Smart Grid Architectures";
IEEE Access,
4
(2016),
839
- 848.
BibTeX
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J. Fabini, T. Zseby:
"The Right Time: Reducing Effective End-to-End Delay in Time-Slotted Packet-Switched Networks";
IEEE-ACM Transactions on Networking,
24
(2016),
4;
2251
- 2263.
BibTeX
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F. Iglesias Vazquez, R. Annessi, T. Zseby:
"DAT detectors: uncovering TCP/IP covert channels by descriptive analytics";
Security And Communication Networks,
9
(2016),
15;
3011
- 3029.
BibTeX
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F. Iglesias Vazquez, T. Zseby:
"Time-activity footprints in IP traffic";
Computer Networks,
107
(2016),
1;
64
- 75.
BibTeX
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T. Zseby, F. Iglesias Vazquez, V. Bernhardt, D. Frkat, R. Annessi:
"A Network Steganography Lab on Detecting TCP/IP Covert Channels";
IEEE Transactions on Education,
59
(2016),
3;
224
- 232.
BibTeX
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F. Iglesias Vazquez, T. Zseby:
"Analysis of network traffic features for anomaly detection";
Machine Learning,
101
(2015),
1;
59
- 84.
BibTeX
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T. Zseby, F. Iglesias Vazquez, A. King, K. Claffy:
"Teaching Network Security With IP Darkspace Data";
IEEE Transactions on Education,
59
(2015),
1;
1
- 7.
BibTeX
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P. Casas, A. DŽAlconzo, P. Fiadino, A. Bär, A. Finamore, T. Zseby:
"When YouTube doesn't Work - Analysis of QoE-relevant Degradation in Google CDN Traffic";
IEEE Transactions on Network and Service Management,
11
(2014),
4;
441
- 457.
BibTeX
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F. Iglesias Vazquez, T. Zseby:
"Entropy-Based Characterization of Internet Background Radiation";
Entropy,
17
(2014),
1;
74
- 101.
BibTeX
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T. Zseby, J. Fabini:
"Security Challenges for Wide Area Monitoring in Smart Grids";
E&I Elektrotechnik und Informationstechnik (invited),
131
(2014),
3;
105
- 111.
BibTeX
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T. Zseby, J. Fabini, D. Rani:
"Synchrophasor Communication";
E&I Elektrotechnik und Informationstechnik (invited),
131
(2014),
1;
8
- 13.
BibTeX
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T. Zseby, K. Claffy:
"Workshop Report: Darkspace and Unsolicited Traffic Analysis (DUST 2012)";
ACM SIGCOMM Computer Communication Review (invited),
42
(2012),
5;
49
- 53.
BibTeX
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Contributions to Books
T. Zseby:
"IP Darkspace Analysis";
in: "Advances in IT Early Warning",
issued by: Fraunhofer AISEC, Garching;
Fraunhofer IRB Verlag,
2013, (invited),
ISBN: 978-3-8396-0474-8,
21
- 29.
BibTeX
Contributions to Proceedings
M. Meisel, S. Wilker, J. Fabini, R. Annessi, T. Zseby, M. Müllner, W. Kastner, M. Litzlbauer, W. Gawlik, C. Neureiter:
"Methodical Reference Architecture Development Progress";
in: "energieinformatik 2016",
OVE-Schriftenreihe Nr. 84;
F. Kupzog (ed.);
issued by: AIT Austrian Institute of Technology GmbH;
Österreichischer Verband für Elektrotechnik,
Klagenfurt,
2016, (invited),
ISBN: 978-3-85133-090-8,
40
- 43.
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Talks and Poster Presentations (with Proceedings-Entry)
F. Meghdouri, F. Iglesias Vazquez, T. Zseby:
"Shedding Light in the Tunnel: Counting Flows in Encrypted Network Traffic";
Talk: 21st IEEE International Conference on Data Mining,
Auckland, New Zealand;
12-07-2021
- 12-10-2021; in: "IEEE ICDM Workshop on Data Mining and Machine Learning for Cybersecurity",
IEEE,
(2021),
798
- 804.
BibTeX
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J. Fabini, A. Hartl, F. Meghdouri, C. Breitenfellner, T. Zseby:
"SecTULab: A Moodle-Integrated Secure Remote Access Architecture for Cyber Security Laboratories";
Talk: The 16th International Conference on Availability, Reliability and Security (ARES 2021),
Vienna, Austria;
08-17-2021
- 08-20-2021; in: "ARES 2021: The 16th International Conference on Availability, Reliability and Security",
Association for Computing Machinery,
New York, United States
(2021),
ISBN: 978-1-4503-9051-4;
Paper ID 148,
11 pages.
BibTeX
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A. Hartl, J. Fabini, Ch Roschger, P. Eder-Neuhauser, M. Petrovic, R. Tobler, T. Zseby:
"Subverting Counter Mode Encryption for Hidden Communication in High-Security Infrastructures";
Talk: The 16th International Conference on Availability, Reliability and Security (ARES 2021),
Wien;
08-17-2021
- 08-20-2021; in: "ARES 2021: The 16th International Conference on Availability, Reliability and Security",
Association for Computing Machinery,
New York, NY, USA
(2021),
ISBN: 978-1-4503-9051-4;
Paper ID 301,
11 pages.
BibTeX
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M. Bachl, J. Fabini, T. Zseby:
"LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning";
Talk: 45th IEEE Conference on Local Computer Networks (LCN),
Sydney, Australia;
11-16-2020
- 11-19-2020; in: "45th IEEE Conference on Local Computer Networks (LCN)",
IEEE,
(2020),
1
- 4.
BibTeX
F. Meghdouri, F. Iglesias Vazquez, T. Zseby:
"Anomaly Detection for Mixed Packet Sequences";
Talk: 45th IEEE Conference on Local Computer Networks (LCN),
Sydney, Australia;
11-16-2020
- 11-19-2020; in: "Proceedings of the 45th LCN Symposium 2020",
(2020),
ISBN: 978-1-7281-8314-5;
120
- 130.
BibTeX
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F. Meghdouri, M. Bachl, T. Zseby:
"EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection";
Talk: 2020 4th Cyber Security in Networking Conference (CSNet),
Lausanne, Switzerland;
10-21-2020
- 10-23-2020; in: "2020 4th Cyber Security in Networking Conference (CSNet)",
IEEE,
(2020),
1
- 7.
BibTeX
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A. Hartl, F. Iglesias Vazquez, T. Zseby:
"SDOstream: Low-Density Models for Streaming Outlier Detection";
Poster: 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning,
Bruges, Belgium;
10-02-2020
- 10-04-2020; in: "ESANN 2020 - Proceedings",
i6doc.com,
Belgium
(2020),
ISBN: 978-2-87587-074-2;
661
- 666.
BibTeX
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F. Iglesias Vazquez, T. Zseby, A. Zimek:
"Interpretability and Refinement of Clustering";
Talk: IEEE International Conference on Data Science and Advanced Analytics (DSAA),
Sydney, Australia;
09-06-2020
- 09-09-2020; in: "Proceedings of the 7th DSAA 2020",
(2020),
ISBN: 978-1-7281-8206-3;
21
- 29.
BibTeX
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F. Meghdouri, F. Iglesias Vazquez, T. Zseby:
"Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection";
Talk: IEEE International Conference on Data Science and Advanced Analytics (DSAA),
Sydney, Australia;
09-06-2020
- 09-09-2020; in: "Proceedings of the 7th DSAA 2020",
(2020),
ISBN: 978-1-7281-8206-3;
469
- 478.
BibTeX
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A. Hartl, M. Bachl, J. Fabini, T. Zseby:
"Explainability and Adversarial Robustness for RNNs";
Talk: The Sixth IEEE International Conference on Big Data Computing Service and Machine Learning Applications,
Oxford, United Kingdom;
08-03-2020
- 08-06-2020; in: "The Sixth IEEE International Conference on Big Data Computing Service and Machine Learning Applications",
IEEE,
(2020),
ISBN: 978-1-7281-7022-0;
148
- 156.
BibTeX
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M. Bachl, F. Meghdouri, J. Fabini, T. Zseby:
"SparseIDS: Learning Packet Sampling with Reinforcement Learning";
Talk: IEEE SPC 2020 - Sixth Workshop on Security and Privacy in the Cloud (SPC),
Avignon, France;
07-01-2020; in: "2020 IEEE Conference on Communications and Network Security (CNS)",
IEEE,
(2020),
1
- 9.
BibTeX
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F. Iglesias Vazquez, D. Ojdanic, A. Hartl, T. Zseby:
"MDCStream: Stream Data Generator for Testing Analysis Algorithms";
Talk: EAI Valuetools 2020,
Tsukuba, Japan;
05-18-2020
- 05-20-2020; in: "Proceedings of the 13th EAI International Conference on Performance Evaluation Methodologies and Tools",
Association for Computing Machinery,
Tsukuba, Japan
(2020),
ISBN: 9781450376464;
56
- 63.
BibTeX
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F. Iglesias Vazquez, A. Hartl, T. Zseby, A. Zimek:
"Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms";
Talk: MLCS Workshop on Machine Learning for CyberSecurity, ECMLPKDD,
Würzburg, Germany;
09-16-2019
- 09-20-2019; in: "ECML PKDD 2019: Machine Learning and Knowledge Discovery in Databases",
Communications in Computer and Information Science,
1168
(2020),
ISBN: 978-3-030-43887-6;
159
- 175.
BibTeX
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M. Bachl, A. Hartl, J. Fabini, T. Zseby:
"Walling up Backdoors in Intrusion Detection Systems";
Talk: Big-DAMA '19,
Orlando, FL, USA;
12-09-2019; in: "Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks",
ACM,
(2019),
ISBN: 978-1-4503-6999-2;
8
- 13.
BibTeX
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M. Bachl, J. Fabini, T. Zseby:
"Cocoa: Congestion Control Aware Queuing";
Talk: Workshop on Buffer Sizing,
Palo Alto, CA, USA;
12-02-2019
- 12-03-2019; in: "Workshop on Buffer Sizing",
ACM,
(2019),
ISBN: 978-1-4503-7745-4;
1
- 6.
BibTeX
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D. Ferreira, F. Iglesias Vazquez, T. Zseby:
"Extreme Dimensionality Reduction for Network Attack Visualization with Autoencoders";
Talk: International Joint Conference on Neural Networks IJCNN,
Budapest;
07-14-2019
- 07-19-2019; in: "Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN)",
(2019),
ISSN: 2161-4393;
1
- 10.
BibTeX
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A. Hartl, T. Zseby, J. Fabini:
"BeaconBlocks: Augmenting Proof-of-Stake with On-Chain Time Synchronization";
Talk: The 2nd IEEE International Conference on Blockchain (Blockchain-2019),
Atlanta, USA;
07-14-2019
- 07-17-2019; in: "Proceedings of the 2019 IEEE International Conference on Blockchain",
IEEE,
(2019),
ISBN: 978-1-7281-4693-5;
353
- 360.
BibTeX
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M. Bachl, T. Zseby, J. Fabini:
"Rax: Deep Reinforcement Learning for Congestion Control";
Talk: IEEE International Conference on Communications (ICC 2019),
Shanghai, China;
05-20-2019
- 05-24-2019; in: "2019 IEEE International Conference on Communications (ICC)",
IEEE,
(2019),
ISBN: 978-1-5386-8088-9;
1
- 6.
BibTeX
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F. Iglesias Vazquez, T. Zseby, A. Zimek:
"Outlier Detection Based on Low Density Models";
Talk: ICDM Workshop on Data Science and Big Data Analytics (DSBDA-2018), IEEE Internation Conference on Data Mining (ICDM-2018),
Singapore;
11-17-2018
- 11-20-2018; in: "IEEE ICDM 2018 Workshops Proceedings",
IEEE Computer Society Press,
(2018),
970
- 979.
BibTeX
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R. Annessi, J. Fabini, T. Zseby:
"To Trust or Not to Trust: Data Origin Authentication for Group Communication in 5G Networks";
Talk: 13th International Conference on Availability, Reliability and Security,
Hamburg, Germany;
08-27-2018
- 08-30-2018; in: "13th International Conference on Availability, Reliability and Security",
ACM,
ACMŽs International Conference Proceedings Series (ICPS).
(2018),
ISBN: 978-1-4503-6448-5.
BibTeX
S. Paudel, P. Smith, T. Zseby:
"Stealthy Attacks on Smart Grid PMU State Estimation";
Talk: 13th International Conference on Availability, Reliability and Security (ARES 2018),
Hamburg, Germany;
08-27-2018
- 08-30-2018; in: "Proceedings of the 13th International Conference on Availability, Reliability and Security, ARES 2018, Hamburg, Germany, August 27-30, 2018. ACM 2018",
ACM,
(2018),
ISBN: 978-1-4503-6448-5;
1
- 10.
BibTeX
D. Frkat, R. Annessi, T. Zseby:
"ChainChannels: Private Botnet Communication Over Public Blockchains";
Talk: The 2018 IEEE International Conference on Blockchain (Blockchain-2018),
Halifax, Canada;
07-30-2018
- 08-03-2018; in: "The 2018 IEEE International Conference on Blockchain (Blockchain-2018)",
(2018),
ISBN: 978-1-5386-7975-3;
1244
- 1252.
BibTeX
R. Annessi, T. Zseby, J. Fabini:
"A new Direction for Research on Data Origin Authentication in Group Communication";
Talk: International Conference on Cryptology and Network Security,
Hong Kong;
11-30-2017
- 12-02-2017; in: "16th International Conference on Cryptology and Network Security",
Springer,
(2018),
ISBN: 978-3-030-02641-7;
10 pages.
BibTeX
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A. Hartl, R. Annessi, T. Zseby:
"A Subliminal Channel in EdDSA: Information Leakage with High-Speed Signatures";
Talk: ACM CCS International Workshop on Managing Insider Security Threats,
Dallas, Texas, USA;
10-30-2017
- 11-03-2017; in: "Proceedings of the 2017 International Workshop on Managing Insider Security Threats",
ACM,
New York, NY, USA
(2017),
ISBN: 978-1-4503-5177-5;
67
- 78.
BibTeX
T. Zseby:
"Smarter than the Grid: Malware Communication Trends";
Talk: ComForEn - Symposium Communications for Energy Systems,
8967 Haus/Ennstal, Steiermark, Österreich (invited);
10-05-2017
- 10-06-2017; in: "ComForEn 2017 - 8. Fachtagung - Communications for Energy Systems",
OVE, Austrian Electrotechnical Association,
OVE-Schriftenreihe Nr. 88
(2017),
ISBN: 978-3-85133-094-6;
71.
BibTeX
P. Eder-Neuhauser, T. Zseby:
"The Art of Defending Critical Infrastructures";
Talk: 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe),
Turin;
09-28-2017; in: "ISGT-Europe, IEEE Conference",
(2017),
ISBN: 978-1-5386-1953-7;
1
- 6.
BibTeX
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E. Xypolytou, T. Zseby, J. Fabini, W. Gawlik:
"Detection and Mitigation of Cascading Failures in Interconnected Power Systems";
Talk: IEEE International Conference on Innovative Smart Grid Technologies (ISGT),
Torino, Italy;
09-26-2017
- 09-29-2017; in: "ISGT Europe 2017",
IEEE (ed.);
(2017),
ISBN: 978-1-5386-1953-7;
1
- 6.
BibTeX
F. Iglesias Vazquez, V. Bernhardt, R. Annessi, T. Zseby:
"Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic";
Talk: CD-MAKE 2017: IFIP Cross Domain Conference for Machine Learning & Knowledge Extraction,
Reggio di Calabria, Italy;
08-29-2017
- 09-01-2017; in: "Proceedings of the Machine Learning and Knowledge Extraction: First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference",
(2017),
1
- 19.
BibTeX
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F. Iglesias Vazquez, T. Zseby:
"Are Network Covert Timing Channels Statistical Anomalies?";
Talk: ARES Conference 2017,
Reggio Calabria, Italy;
08-29-2017
- 09-01-2017; in: "Proceedings of the 12th International Conference on Availability, Reliability and Security (ARES'17), Workshop on Criminal Use of Information Hiding (CUIng)",
(2017),
1
- 9.
BibTeX
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D. Cavaco Ferreira, F. Iglesias Vazquez, G. Vormayr, M. Bachl, T. Zseby:
"A Meta-Analysis Approach for Feature Selection in Network Traffic Research";
Talk: Acm Sigcomm 2017,
Los Angeles, CA, USA;
08-21-2017
- 08-25-2017; in: "Proceedings of the Reproducibility Workshop (ReproducibilityŽ17, ACM SIGCOMM)",
(2017),
1
- 4.
BibTeX
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R. Annessi, J. Fabini, T. Zseby:
"It's About Time: Securing Broadcast Time Synchronization with Data Origin Authentication";
Talk: International Conference on Computer Communication and Networks (ICCCN),
Vancouver, Canada;
07-31-2017
- 08-03-2017; in: "2017 26th International Conference on Computer Communication and Networks (ICCCN)",
IEEE (ed.);
(2017),
1
- 11.
BibTeX
C. Krieg, C. Wolf, A. Jantsch, T. Zseby:
"Toggle MUX: How X-optimism can lead to malicious hardware";
Talk: Design Automation Conference (DAC),
Austin;
06-18-2017
- 06-22-2017; in: "Proceedins of the Design Automation Conference (DAC)",
ACM,
(2017),
ISBN: 978-1-4503-4927-7;
Paper ID 7,
6 pages.
BibTeX
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S. Paudel, P. Smith, T. Zseby:
"Attack Models for Advanced Persistent Threats in Smart Grid Wide Area Monitoring";
Talk: 2nd Workshop on Cyber-Physical Security and Resilience in Smart Grids,
Pittsburgh, USA;
04-21-2017; in: "2nd Workshop on Cyber-Physical Security and Resilience in Smart Grids",
(2017),
1
- 6.
BibTeX
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S. Paudel, P. Smith, T. Zseby:
"Data Integrity Attacks in Smart Grid Wide Area Monitoring";
Talk: 4th International Symposium for ICS & SCADA Cyber Security Research 2016,
Belfast, UK;
08-23-2016
- 08-25-2016; in: "4th International Symposium for ICS & SCADA Cyber Security Research 2016",
T. Brandstetter, H. Janicke, K. Jones (ed.);
British Computer Society,
(2016),
ISBN: 978-1-78017-357-3;
74
- 83.
BibTeX
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P. Casas, A. DŽAlconzo, T. Zseby, M. Mellia:
"Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis";
Talk: LANCOMM '16,
Florianópolis, Brazil;
08-22-2016; in: "LANCOMM '16",
(2016),
ISBN: 978-1-4503-4426-5;
1
- 3.
BibTeX
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P. Eder-Neuhauser, T. Zseby, J. Fabini:
"Simulations On Resilience And Malware Containment In Smart Grid Communication Architectures";
Poster: Vienna Young Scientists Symposium - VSS 2016,
Technische Universität Wien;
06-09-2016
- 06-10-2016; in: "VSS - VIENNA young SCIENTISTS SYMPOSIUM, June 9-10 2016",
Book-of-Abstracts.com, Heinz A. Krebs,
Gumpoldskirchen, Austria
(2016),
ISBN: 978-3-9504017-2-1;
88
- 89.
BibTeX
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J. Fabini, T. Zseby:
"M2M Communication Delay Challenges: Application and Measurement Perspectives";
Talk: IEEE International Instrumentation and Measurement Technology Conference (I2MTC) 2015,
Pisa;
05-11-2015
- 05-14-2015; in: "Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)",
(2015),
ISBN: 978-1-4799-6113-9;
1859
- 1864.
BibTeX
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J. Fabini, T. Zseby, M. Hirschbichler:
"Representative Delay Measurements (RDM): Facing the Challenge of Modern Networks";
Talk: ValueTools 2014,
Bratislava, Slovakia;
12-09-2014
- 12-11-2014; in: "Proceedings of the 8th International Conference on Performance Evaluation Methodologies and Tools, ValueTools '14",
ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering),
(2014),
ISBN: 978-1-63190-057-0;
8 pages.
BibTeX
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F. Iglesias Vazquez, T. Zseby:
"Modelling IP darkspace traffic by means of clustering techniques";
Talk: Communications and Network Security (CNS), 2014 IEEE Conference on,
San Francisco, USA;
10-29-2014
- 10-31-2014; in: "IEEE Conference on Communications and Network Security (CNS)",
San Francisco
(2014),
Paper ID 166-174,
9 pages.
BibTeX
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T. Zseby, N. Brownlee, A. King, K. Claffy:
"Nightlights: Entropy-based Metrics for Classifying Darkspace Traffic Patterns";
Poster: Passive and Active Measurements Conference 2014,
Los Angeles, CA, USA;
03-10-2014
- 03-11-2014; in: "Passive and Active Measurement",
Lecture Notes in Computer Science Volume 8362,
Volume 8362
(2014),
ISBN: 978-3-319-04917-5;
275
- 277.
BibTeX
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T. Zseby:
"Secure Communication in Smart Grids";
Talk: 4. Fachtagung Communications for Energy Systems (ComForEn),
Wien (invited);
09-26-2013; in: "Tagungsband ComForEn 2013 Vierte Fachkonferenz Kommunikation für Energiesysteme",
F. Kupzog (ed.);
OVE-Schriftenreihe,
Nr. 72
(2013),
ISBN: 978-3-85133-078-6;
6 pages.
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T. Zseby, A. King, N. Brownlee, K. Claffy:
"The Day after Patch Tuesday: Effects Observable in IP Darkspace Traffic";
Poster: Passive and Active Measurements 2014 (PAM 2014),
Hong Kong, China;
03-18-2013
- 03-19-2013; in: "Passive and Active Measurement, Lecture Notes in Computer Science, Vol. 7799",
Lecture Notes in Computer Science,
Vol. 7799
(2013),
ISBN: 978-3-642-36515-7;
273
- 275.
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T. Zseby:
"Is IPv6 Ready for the Smart Grid?";
Talk: ASE International Conference on Cyber Security 2012,
Washington, DC;
12-14-2012
- 12-16-2012; in: "2012 International Conference on Cyber Security (CyberSecurity)",
IEEE Computer Society Conference Publishing Services (CPS),
(2013),
ISBN: 978-1-4799-0219-4;
157
- 164.
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C. Henke, R. Wuttke, T. Zseby, K. Campowsky:
"On Creating Overlay Routing Topologies between Heterogeneous Experimental Facilities";
Talk: 7th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TridentCom 2011),
Shanghai, China;
04-17-2011
- 04-19-2011; in: "Testbeds and Research Infrastructure. Development of Networks and Communities",
T. Korakis, H. Li, P. Tran-Gia, H. Park (ed.);
Springer,
90
(2012),
ISBN: 978-3-642-29272-9;
162
- 171.
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T. Zinner, D. Klein, K. Tutschku, T. Zseby, P. Tran-Gia, Y. Shavitt:
"Performance of Concurrent Multipath Transmissions - Measurements and Model Validation";
Talk: 7th EURO-NF Conference on Next Generation Internet (NGI 2011),
Kaiserslautern, Germany;
06-27-2011
- 06-29-2011; in: "Proceedings of the Conference on Next Generation Internet 2011 (NGI2011)",
(2011),
ISBN: 978-1-4577-0917-3;
1
- 8.
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T. Zinner, K. Tutschku, T. Zseby:
"MultiNext - Measuring concurrent multipath transmissions in an experimental facility";
Talk: 7th EURO-NF Conference on Next Generation Internet (NGI 2011),
Kaiserslautern, Germany;
06-27-2011
- 06-29-2011; in: "7th EURO-NF Conference on Next Generation Internet (NGI 2011) Proceedings",
(2011),
ISBN: 978-1-4577-0917-3;
1
- 2.
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Talks and Poster Presentations (without Proceedings-Entry)
T. Zseby:
"Detecting Malware Communication: Challenges and Approaches";
Talk: Vienna CyberSecurity and Privacy Research Cluster: System Security Workshop,
online (invited);
12-10-2021.
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F. Meghdouri, T. Schmied, T. Gärtner, T. Zseby:
"Controllable Network Data Balancing with GANs";
Poster: NeurIPS workshop on Deep Generative Models and Downstream Applications 2021,
Online;
12-06-2021
- 12-14-2021.
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T. Zseby:
"Hidden Malware Communication in Critical Infrastructures";
Talk: IEEE IAS/PELS/IES Austria Chapter Digital Transformation Technology Webinar (together with Project Sinergy),
online (invited);
11-25-2021.
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M. Bachl, A. Hartl, J. Fabini, T. Zseby:
"Walling up Backdoors in Intrusion Detection Systems";
Talk: 1st ITG Workshop on IT Security (ITSec),
Tübingen, Deutschland;
04-02-2020
- 04-03-2020.
BibTeX
T. Zseby:
"(Un-)Reproducible Research: Experiences from Network Traffic Analysis";
Talk: Networking of Women in Computing,
Darmstadt (invited);
06-27-2019.
BibTeX
T. Zseby:
"Malware Communication: Hiding Techniques and Detection Methods";
Talk: Ruzena Bajcsy Lectures on Communications,
Darmstadt (invited);
06-27-2019.
BibTeX
J. Fabini, E. Xypolytou, T. Zseby, W. Gawlik, M. Schrödl:
"The FUSE Microgrid: Academic Research on Critical Infrastructures using the PI System";
Talk: OsiSoft EMEA Users Conference 2017,
London (invited);
10-16-2017
- 10-19-2017.
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T. Zseby:
"Stealthy Communication Methods: Generation and Detection of Covert Channels in TCP/IP Traffic";
Talk: TU München Informatik-Kolloquium,
Technische Universität München (invited);
05-15-2017.
BibTeX
T. Zseby:
"Using Measurement Data in Network Security Education";
Talk: Workshop on Active Internet Measurements,
San Diego, USA (invited);
03-01-2017
- 03-03-2017.
BibTeX
T. Zseby:
"Covert Communication in Cyber Attacks: How attackers evade detection";
Talk: CMG-AE IT-Securitytagung,
Wien (invited);
10-18-2016.
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M. Meisel, S. Wilker, J. Fabini, R. Annessi, T. Zseby, M. Müllner, W. Kastner, M. Litzlbauer, W. Gawlik, C. Neureiter:
"Methodical Reference Architecture Development Progress";
Poster: D-A-CH Energieinformatik Konferenz,
Klagenfurt (invited);
09-29-2016
- 09-30-2016.
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J. Fabini, T. Zseby:
"Delay Measurement Challenges in Mobile Access Networks";
Talk: Workshop on Active Internet Measurements,
San Diego, USA (invited);
02-10-2016
- 02-12-2016.
BibTeX
T. Zseby:
"Anomaly Detection for Network Security";
Talk: Network Traffic Analysis and Anomaly Detection, Telecommunications Graduate Initiative (TGI) Course,
Waterford, Ireland (invited);
01-28-2016
- 02-02-2016.
BibTeX
T. Zseby:
"Network Security Lab Exercises with IP Darkspace Data";
Talk: CAIDA Meeting,
University of California San Diego (UCSD), USA;
09-10-2014.
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T. Zseby:
"Feature Selection for Network Security";
Talk: TU München Informatik-Kolloquium,
Technische Universität München (invited);
05-23-2014.
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T. Zseby:
"M2M Security Challenges: What is Normal when Machines Communicate?";
Talk: Informationstechnisches Kolloquium "Machine to Machine Communication" 2013,
Wien (invited);
05-14-2013.
BibTeX
T. Zseby:
"Network Security in Smart Grids: Challenges and Opportunities";
Talk: Workshop on Cryptography and Embedded Security, Embedded World Conference 2013,
Nuremberg, Germany (invited);
02-26-2013.
BibTeX
T. Zseby:
"Comparable Metrics for IP Darkspace. Analysis";
Talk: 1st International Workshop on Darkspace and UnSolicited Traffic Analysis (DUST 2012),
San Diego, CA, USA (invited);
05-14-2012
- 05-15-2012.
BibTeX
T. Zseby, F. Iglesias Vazquez:
"Teaching Network Security with IP Darkspace Data";
Talk: 2nd International Workshop on Darkspace and UnSolicited Traffic Analysis (DUST 2019),
San Diego, CA, USA (invited);
05-14-2012
- 05-15-2012.
BibTeX
T. Zseby:
"Entropy in IP Darkspace Data";
Talk: 7th CERT Workshop on Flow Analysis (FloCon 2012),
Austin, Texas, USA;
01-09-2012
- 01-12-2012.
BibTeX
T. Zseby:
"Sicherheitsaspekte bei der Nutzung von IP-Technologien in Smart Grids";
Talk: Fachforum I Datenschutz und Datensicherheit, German Federal Ministry of Economics and Technology (BMWi),
Berlin, Germany (invited);
07-25-2011.
BibTeX
Doctor's Theses (authored and supervised)
S. Paudel:
"Detecting false data injection attacks against smart grid wide area monitoring systems";
Supervisor, Reviewer: T. Zseby, P. Smith, K. McLaughlin, W. Kastner;
E389,
2021;
oral examination: 09-24-2021.
BibTeX
M. Bachl:
"Machine Learning Methods for Communication Networks - Characterization and Analysis of Selected Use Cases";
Supervisor, Reviewer: T. Zseby, M. Welzl, A. Rauber;
E389,
2021;
oral examination: 06-25-2021.
BibTeX
R. Annessi:
"Securing Group Communication in Critical Infrastructures";
Supervisor, Reviewer: T. Zseby, A. Perrig, E. Weippl;
E389,
2019;
oral examination: 03-28-2019.
BibTeX
C. Krieg:
"Pattern-Based Hardware Trojan Characterization for Design Security Assessment";
Supervisor, Reviewer: T. Zseby, G. Pravadelli, A. Steininger;
E389,
2019;
oral examination: 01-22-2019.
BibTeX
Y. Guo:
"Enhancing Frequency Stability of Islanded Microgrids via Load Step Pre-announcement and Bang-Bang Controller";
Supervisor, Reviewer: W. Gawlik, R. Schmaranz, T. Zseby;
E370,
2018;
oral examination: 12-19-2018.
BibTeX
P. Eder-Neuhauser:
"Malware Communication and Containment in Critical Infrastructure Networks";
Supervisor, Reviewer: T. Zseby, W. Gawlik, G. Carle;
E389,
2018;
oral examination: 04-20-2018.
BibTeX
N. Herold:
"Incident Handling Systems with Automated Intrusion Response";
Supervisor, Reviewer: G. Carle, T. Zseby;
Institut für Informatik VIII, TU MÜnchen,
2017;
oral examination: 05-15-2017.
BibTeX
J. Ullrich:
"Geheime Kommunikation im Internet";
Supervisor, Reviewer: E. Weippl, T. Zseby, D. Balzarotti, G. Pernul;
Institute of Software Technology and Interactive Systems,
2016;
oral examination: 10-28-2016.
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M. Wählisch:
"Measuring and Implementing Internet Backbone Security: Current Challenges, Upcoming Deployment, and Future Trends";
Supervisor, Reviewer: J. Schiller, T. Zseby;
Institute of Computer Science, FU Berlin,
2016;
oral examination: 01-20-2016.
BibTeX
P. Fiadino:
"Traffic Characterization, Anomaly Detection and Diagnosis in Internet Scale Services";
Supervisor, Reviewer: T. Zseby, B. Donnet;
E389,
2015;
oral examination: 12-10-2015.
BibTeX
I. Alsukayti:
"The Multihomed Mobile Network Architecture";
Supervisor, Reviewer: C. Edwards, D. Hutchison, T. Zseby;
Lancaster University, UK,
2015;
oral examination: 06-15-2015.
BibTeX
L. Braun:
"Traffic Analysis on High-Speed Internet Links";
Supervisor, Reviewer: G. Carle, T. Zseby;
Institut für Informatik VIII, TU MÜnchen,
2014;
oral examination: 05-23-2014.
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S. Schwarz:
"Limited Feedback Transceiver Design for Downlink MIMO OFDM Cellular Networks";
Supervisor, Reviewer: M. Rupp, R. W. Heath, T. Zseby;
E389,
2013;
oral examination: 11-21-2013.
BibTeX
Diploma and Master Theses (authored and supervised)
J. De Bettignies:
"LSTM Autoencoders for Botnet Detection";
Supervisor: T. Zseby, A. Hartl;
E389,
2021;
final examination: 12-15-2021.
BibTeX
L. Geiginger:
"Classification of encrypted QUIC network traffic";
Supervisor: T. Zseby, F. Meghdouri;
E389,
2021;
final examination: 11-18-2021.
BibTeX
E. Zeraliu:
"Comparison of Ensemble-based Feature Selection Methods for Binary Classification of Imbalanced Data Sets";
Supervisor: T. Zseby, Felix Vazquez;
E389,
2021;
final examination: 08-18-2021.
BibTeX
M. Katzengruber:
"Studying Class Membership Scores in Machine Learning Classification for Imbalanced Binary Data";
Supervisor: T. Zseby, Felix Vazquez;
E389,
2020;
final examination: 09-24-2020.
BibTeX
M. Crnjanski:
"Classifying Encrypted Network Traffic based on Deep Learning";
Supervisor: T. Zseby, M. Bachl;
e389,
2019;
final examination: 11-21-2019.
BibTeX
V. Milenkovic:
"Network Attack Classification Using Convolutional Neural Networks and Transfer Learning";
Supervisor: T. Zseby, J. Milosevic;
E389,
2019;
final examination: 11-21-2019.
BibTeX
D. Ojdanic:
"MDCStream: A Stream Dataset Generator for Testing and Evaluating Stream Data Analysis Algorithms";
Supervisor: T. Zseby, F. Iglesias Vazquez;
E389,
2019;
final examination: 11-21-2019.
BibTeX
D. Frkat:
"Subliminal Channels in Blockchain Applications for Hidden Botnet Communication";
Supervisor: T. Zseby, R. Annessi;
E389,
2019;
final examination: 06-07-2019.
BibTeX
S. Lendl:
"Optimized Active Redundancy with Just-in-Time Duplication for Safety Critical Mobile Video Streaming";
Supervisor: T. Zseby, J. Fabini;
E389,
2019;
final examination: 06-07-2019.
BibTeX
F. Meghdouri:
"Comparison of Feature Sets for Detecting Attacks in Network Traffic";
Supervisor: T. Zseby, F. Iglesias Vazquez;
E389,
2018;
final examination: 07-25-2018.
BibTeX
A. Hartl:
"Subliminal Channels in high-speed Signatures";
Supervisor: T. Zseby, R. Annessi;
E389,
2018;
final examination: 06-15-2018.
BibTeX
V. Mujan:
"Environmental Sustainability Analysis of Information and Communication Technologies (ICTs) for Smart Grids";
Supervisor: T. Zseby, S. Aleksic;
E389,
2015;
final examination: 06-11-2015.
BibTeX