Center for Digital Safety & Security

2024

A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-Based Anomaly Detection Techniques

Landauer, M., Skopik, F. & Wurzenberger, M., 12 Jul 2024, In: Proceedings of the ACM on Software Engineering. 1, FSE, p. 1354 - 1375 61.

Research output: Contribution to journal › Article › peer-review

Analysis of statistical properties of variables in log data for advanced anomaly detection in cyber security

Wurzenberger, M., Höld, G., Landauer, M. & Skopik, F., Feb 2024, In: Computers & Security. 137, 14 p., 103631.

Research output: Contribution to journal › Article › peer-review

Open Access

Anomaly detection in log-event sequences: A federated deep learning approach and open challenges

Himler, P., Landauer, M., Skopik, F. & Wurzenberger, M., Jun 2024, In: Machine Learning with Applications. 16, 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Beyond Selective Disclosure: Extending Distributed p-ABC Implementations by Commit-and-Prove Techniques

García-Rodríguez, J., Krenn, S., Bernabe, J. B. & Skarmeta Gomez, A., Jun 2024, In: Computer Networks. 248, C, 18 p., 110498.

Research output: Contribution to journal › Article › peer-review

Open Access

Computerized simulation of 2-dimensional phase contrast images using spiral phase plates in neutron interferometry

Treimer, W., Haußer, F. & Suda, M., 19 Aug 2024, In: Zeitschrift für Naturforschung A. 79, 9, 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Distribution of telecom entangled photons through a 7.7 km antiresonant hollow-core fiber

Antesberger, M., Richter, C. M. D., Poletti, F., Slavik, R., Petropolous, P., Hübel, H., Trenti, A., Walther, P. & Rozema, L. A., 5 Jun 2024, In: Optica Quantum. 2, 3, p. 173-180 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Full-Duplex mmWave Radio-over-Fiber Architecture with Simplified Photonic Frequency Translation

Schrenk, B. & Karinou, F., 2024, In: Journal of Lightwave Technology. 42, 15, p. 5113-5120

Research output: Contribution to journal › Article › peer-review

High Fidelity Distribution of Telecom Polarization Entangled Photons through a 7.7 Km Antiresonant Hollow-Core Fiber

Trenti, A., Luchian, C., Poletti, F., Slavik, R., Petropolous, P., Alia, O., Kanellos, G. & Hübel, H., 22 Apr 2024, In: IEEE Journal of Selected Topics in Quantum Electronics. 30, 6, 8 p., 6400308 .

Research output: Contribution to journal › Article › peer-review

Open Access

Identity-based encryption with (almost) tight security in the multi-instance, multi-ciphertext setting

Hofheinz, D., Koch, J. & Striecks, C., 29 Feb 2024, In: Journal of Cryptology. 37, 2, p. 799-822 33 p., 12.

Research output: Contribution to journal › Article › peer-review

Open Access

MCLFIQ: Mobile Contactless Fingerprint Image Quality

Priesnitz, J., Weißenfeld, A., Ruzicka, L., Rathgeb, C., Strobl, B., Lessmann, R. & Busch, C., 4 Apr 2024, In: IEEE Transactions on Biometrics, Behavior, and Identity Science. 6, 2, p. 272 - 287

Research output: Contribution to journal › Article › peer-review

Open Access

Mobility Data Science: Perspectives and Challenges

Mokbel, M., Sakr, M., Xiong, L., Züfle, A., Almeida, J., Anderson, T., Aref, W., Andrienko, G., Andrienko, N., Cao, Y., Chawla, S., Cheng, R., Chrysanthis, P., Fei, X., Ghinita, G., Graser, A., Gunopulos, D., Jensen, C., Kim, J.-S. & Kim, K.-S. & 28 others, Kröger, P., Krumm, J., Lauer, J., Magdy, A., Nascimento, M., Ravada, S., Renz, M., Sacharidis, D., Salim, F., Sarwat, M., Schoemans, M., Shahabi, C., Speckmann, B., Tanin, E., Teng, X., Theodoridis, Y., Torp, K., Trajcevski, G., van Kreveld, M., Wenk, C., Werner, M., Wong, R., Wu, S., Xu, J., Youssef, M., Zeinalipour, D., Zhang, M. & Zimányi, E., 7 May 2024, In: ACM Transactions on Spatial Algorithms and Systems. 10, 2, 35 p., 10.

Research output: Contribution to journal › Article › peer-review

Open Access

MobilityDL: A Review of Deep Learning From Trajectory Data

Graser, A., Naghibzadeh-Jalali, A., Lampert, J., Weißenfeld, A. & Janowicz, K., 28 May 2024, In: GeoInformatica. 28, 33 p.

Research output: Contribution to journal › Article › peer-review

Open Access

One Model to Find them All – Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data

González, G. G., Martinez Tagliafico, S., Fernández, A., Gómez, G., Acuña, J. & Casas-Hernandez, P., 17 Apr 2024, In: IEEE Transactions on Network and Service Management. 21, 2, p. 1601-1616 16 p.

Research output: Contribution to journal › Article › peer-review

Photonic Neuron with on Frequency-Domain ReLU Activation Function

Stephanie, M. V., Pham, L., Schindler, A., Grasser, T., Waltl, M. & Schrenk, B., 13 Jun 2024, In: Journal of Lightwave Technology. p. 1-10 10 p.

Research output: Contribution to journal › Article › peer-review

Robust Detection of Critical Events in the Context of Railway Security based on Multimodal Sensor Data Fusion

Hubner, M., Wohlleben, K., Litzenberger, M., Veigl, S., Opitz, A., Grebien, S., Graf, F., Haderer, A., Rechbauer, S. & Poltschak, S., 25 Jun 2024, In: Sensors. 24, 13, 18 p., 4118.

Research output: Contribution to journal › Article › peer-review

Open Access

Robust-MBDL: A Robust Multi-Branch Deep-Learning-Based Model for Remaining Useful Life Prediction of Rotating Machines

Tran, K., Vu, H. C., Pham, L., Boudaoud, N. & Nguyen, H., 17 May 2024, In: Mathematics. 12, 25 p.

Research output: Contribution to journal › Article › peer-review

Open Access

To pass or not to pass: Privacy-preserving physical access control

García-Rodríguez, J., Krenn, S. & Slamanig, D., Jan 2024, In: Computers & Security. 136, 15 p., 103566.

Research output: Contribution to journal › Article › peer-review

Open Access

VOCTRACTOR: AI-Powered Vocabulary Design and Keyword Extraction Tool

Chettakattu, A. & Havlik, D., 30 Jan 2024, In: ERCIM News - Special Thema Large Language Models. 136, p. 30-31 2 p.

Research output: Contribution to journal › Article › peer-review

2023

(Inner-Product) Functional Encryption with Updatable Ciphertexts

Cini, V., Ramacher, S., Slamanig, D., Striecks, C. & Tairi, E., 15 Dec 2023, In: Journal of Cryptology. 37, 1, p. 1-32 40 p., 8.

Research output: Contribution to journal › Article › peer-review

Open Access

AI-Enabled Services for Reconnaissance

Duro, R., Simon, R. & Singewald, C., 5 Jan 2023, In: ERCIM NEWS- European Research Consortium for Informatics and Mathematics. 132, p. 32-33 2 p.

Research output: Contribution to journal › Article › peer-review

Open Access

AMiner: A Modular Log Data Analysis Pipeline for Anomaly-based Intrusion Detection

Landauer, M., Wurzenberger, M., Skopik, F., Hotwagner, W. & Höld, G., 31 Mar 2023, In: Digital Threats: Research and Practice. 4, 1, p. 1-16 16 p., 12.

Research output: Contribution to journal › Article › peer-review

Open Access

Arbitrageurs in the Bitcoin ecosystem: Evidence from user-level trading patterns in the Mt. Gox exchange platform

Saggese, P., Belmonte, A., Dimitri, N., Facchini, A. & Böhme, R., 1 Sept 2023, In: Journal of Economic Behavior and Organization. 213, p. 251-270 20 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Combination of Fibre Optic Acoustic Sensing, IoT Smart CCTV Data And Its Uses For The Rail Industry

Beirao, G., Harper, W., Coronel, C. & Austin, E., 18 Dec 2023, In: Transportation Research Procedia. 72, p. 2668-2675 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Context-Aware Routing in Fog Computing Systems

Karagiannis, V., Frangoudis, P. A., Dustdar, S. & Schulte, S., 1 Jan 2023, In: IEEE Transactions on Cloud Computing. 11, 1, p. 532-549 4 p.

Research output: Contribution to journal › Article › peer-review

Countering Threats in an Increasingly Digitized World

Leopold, H. & Picot, W., Jun 2023, In: International Atomic Energy Agency bulletin. 64, 2, p. 24-25 2 p.

Research output: Contribution to journal › Article

Open Access

Das EU-Projekt INEGMA- E²: Methodik, Instrumente und Expertenpool für die Evaluierung von EU-Katastrophenschutzübungen

Siebel-Achenbach, L., Schimak, G., Pfister, S., Resch, C., Bruns, H., Guesnet, S. & Norf, C., 2023, In: Bevölkerungsschutz. p. 12-13 2 p.

Research output: Contribution to journal › Article › peer-review

Dealing with UAV-downwash effects during airborne detection of localized gas plumes

Taupe, P., Litzenberger, M., Rothbacher, D. & Monetti, D., 28 Apr 2023, In: ERCIM NEWS- European Research Consortium for Informatics and Mathematics. 133, p. 40-41 2 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Decoding the Unknown: Unveiling Industrial Time Series Classification with Counterfactuals

Naghibzadeh-Jalali, A., Rauber, A. & Lampert, J., 23 Jun 2023, In: ERCIM News - Special Thema: Explainable AI. 134, p. 28-29 2 p., 13.

Research output: Contribution to journal › Article › peer-review

Open Access

Deep learning for anomaly detection in log data: A survey

Landauer, M., Onder, S., Skopik, F. & Wurzenberger, M., 15 Jun 2023, In: Machine Learning with Applications. 12, p. 1-19 19 p., 100470.

Research output: Contribution to journal › Article › peer-review

Open Access

Demonstration of quantum-digital payments

Trenti, A., Schiansky, P., Kalb, J., Sztatecsny, E., Slater, M.-C., Guggemos, T., Bozzio, M. & Walther, P., 29 Jun 2023, In: Nature Communications. 14, 7 p., 3849.

Research output: Contribution to journal › Article › peer-review

Open Access

Digital Battery Passports for a Circular Economy

Siska, V., Al-Akrawi, A. & Zackrisson, M., 28 Apr 2023, In: ERCIM News. 133, p. 45-46 2 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Experimental higher-order interference in a nonlinear triple slit

Namdar, P., Jenke, P. K., Calafell, I. A., Trenti, A., Radonji´c, M., Dakic, B., Walther, P. & Rozema, L. A., 13 Mar 2023, In: Physical Review A. 107, 3, 032211.

Research output: Contribution to journal › Article › peer-review

Open Access

Green Mobility Data Spaces

Graser, A., Doulkeridis , C. & Theodoropoulos, G., Oct 2023, In: ERCIM News. 135, p. 26-27

Research output: Contribution to journal › Article › peer-review

Open Access

How Quickly do Trees Grow?

Duro, R., Kirchmeir, H., Zolles, A. & Bronner, G., 5 Jan 2023, In: ERCIM NEWS- European Research Consortium for Informatics and Mathematics. 132, p. 35-36 2 p.

Research output: Contribution to journal › Article › peer-review

Open Access

How to harness high-dimensional temporal entanglement, using limited interferometry setups

Bergmayr, A., Kanitschar, F. P., Pivoluska, M. & Huber, M., Aug 2023, In: arXiv. 16 p.

Research output: Contribution to journal › Article

Improved automatic identification of isolated rapid eye movement sleep behavior disorder with a 3D time-of-flight camera

Cesari, M., Ruzicka, L., Högl, B., Ibrahim, A., Holzknecht, E., Heidbreder, A., Bergmann, M., Brandauer, E., Garn, H., Kohn, B. & Stefani, A., Aug 2023, In: European Journal of Neurology. 30, 8, p. 2206-2214 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Improving Climate Resilience of Critical Assets: The ICARIA Project

Russo, B., Coronas, À. D. L. C., Leone, M., Ewans, B., Salgado Brito, R., Havlik, D., Bügelmayer-Blaschek, M., Pacheco, D. & Sfetsos, A., 22 Sept 2023, In: Sustainability. 15, 19, p. 1-14 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Improving Sensor Interoperability between Contactless and Contact-based Fingerprints using Pose Correction & Unwarping

Ruzicka, L., Söllinger, D., Kohn, B., Heitzinger, C., Uhl, A. & Strobl, B., 18 Dec 2023, In: IET Biometrics. 18 p.

Research output: Contribution to journal › Article › peer-review

Open Access

INFRASPEC – Automated Inspection of Critical Infrastructure

Sonntag, M., Mayrhofer , R. & Schraml, S., 21 Sept 2023, In: ERCIM NEWS- European Research Consortium for Informatics and Mathematics. 135, p. 41-42 2 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Innovation in virtual computer security training for nuclear and radiological facilities

Strohal, A. & Leopold, H., Jun 2023, In: International Atomic Energy Agency bulletin. 64, 2, p. 12-13 2 p.

Research output: Contribution to journal › Article

Open Access

Kontaktlose Fingerprintaufnahme

Strobl, B. & Kohn, B., 2023, In: Datenschutz und Datensicherheit DuD. 47, 1, p. 7-10 4 p.

Research output: Contribution to journal › Article

Lightweight deep neural networks for acoustic scene classification and an effective visualization for presenting sound scene contexts

Pham, L., Salovic, D., Naghibzadeh-Jalali, A., Schindler, A., Tran, K., Ngo, D., Nguyen, P. & Vu, C., Aug 2023, In: Applied Acoustics. 211, p. 1-18 18 p., 109489.

Research output: Contribution to journal › Article › peer-review

Open Access

Mining Hyperproperties using Temporal Logics

Bartocci, E., Mateis, C., Nesterini, E. & Nickovic, D., 2023, In: Transactions on Embedded Computing Systems. 22, 5, p. 1-26 26 p., 156.

Research output: Contribution to journal › Article › peer-review

Open Access

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