Faculty of Computer Science and Biomedical Engineering (7000)

  • 8010

    Inffeldgasse 10 Graz

    Austria

Research Output 1970 2019

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Conference contribution
2019

Inverse GANs for accelerated MRI reconstruction

Narnhofer, D., Hammernik, K., Knoll, F. & Pock, T., 2019, Wavelets and Sparsity XVIII.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Magnetic resonance
Image reconstruction
Sampling
Probability distributions
Deep learning

JavaScript Template Attacks: Automatically Inferring Host Information for Targeted Exploits

Schwarz, M., Lackner, F. & Gruss, D., 24 Feb 2019, NDSS.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions

Johnson, P. M., Muckley, M. J., Bruno, M., Kobler, E., Hammernik, K., Pock, T. & Knoll, F., 2019, Machine Learning for Medical Image Reconstruction: Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. (eds.). Cham: Springer, p. 71-79 (Lecture Notes in Computer Science; vol. 11905).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Knee
Anatomy
Magnetic Resonance Spectroscopy
Joints
Magnetic Resonance Imaging

L*-Based Learning of Markov Decision Processes

Tappler, M., Aichernig, B., Bacci, G., Eichlseder, M. & Larsen, K. G., 2019, Formal Methods - The Next 30 Years . ter Beek, M. H., McIver, A. & Oliveria, J. N. (eds.). Cham: Springer, p. 651 - 669 19 p. (Lecture Notes in Computer Science; vol. 11800).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning algorithms
Sampling
Formal languages
Model structures
Testing

Learned Collaborative Stereo Refinement

Knöbelreiter, P. & Pock, T., 2019, German Conference on Pattern Recognition. p. 3-17

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Color
Gradient methods
Statistics

Learned Constraint Ordering for Consistency Based Direct Diagnosis

Polat Erdeniz, S., Felfernig, A. & Atas, M., 2019, (Submitted) 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems  (IEA/AIE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning, Education and HCI

Xie, B., Harpstead, E., DiSalvo, B., Slovak, P., Kharuffa, A., Lee, M. J., Pammer-Schindler, V., Ogan, A. & Williams, J. J., 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. New York, NY: Association of Computing Machinery, 3311761

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

Human computer interaction
Education

Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning

Aichernig, B. K., Bloem, R., Ebrahimi, M., Horn, M., Pernkopf, F., Roth, W., Rupp, A., Tappler, M. & Tranninger, M., 2019, Testing Software and Systems: 31st IFIP WG 6.1 International Conference, ICTSS 2019, Paris, France, October 15–17, 2019, Proceedings. Gaston, C., Kosmatov, N. & Le Gall, P. (eds.). Cham: Springer International Publishing AG , p. 3-21 19 p. (Lecture Notes in Computer Science; vol. 11812).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Hybrid systems
Learning systems
Testing
Recurrent neural networks

Learning task-specific activation functions using genetic programming

Basirat, M. & Roth, P. M., 2019, Proceedings of the Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SciTePress, Vol. 5. p. 533-540

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Genetic programming
Chemical activation
Mathematical operators

Linear Equivalence of Block Ciphers with Partial Non-Linear Layers: Application to LowMC

Dinur, I., Promitzer, A., Kales, D., Ramacher, S. & Rechberger, C., 2019, Advances in Cryptology – EUROCRYPT 2019 - 38th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Proceedings: 38th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Darmstadt, Germany, May 19-23, 2019, Proceedings, Part I. Ishai, Y. & Rijmen, V. (eds.). Springer, p. 343-372 30 p. (Lecture Notes in Computer Science; vol. 11476).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Block Ciphers
Cryptography
Equivalence
Partial
Encryption

Location Field Descriptors: Single Image 3D Model Retrieval in the Wild

Grabner, A., Roth, P. M. & Lepetit, V., 2019, 2019 International Conference on 3D Vision (3DV). p. 583-593

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

pixel
prediction
method

LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net

Biasutti, P., Lepetit, V., Aujol, J-F., Brédif, M. & Bugeau, A., 2019, Proceedings of the IEEE International Conference on Computer Vision Workshops.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semantics
Sensors
Image processing
Topology
Experiments

Makerspaces zur Wissenschaftsvermittlung und Innovationsraum der neuen Generation

Schön, S., Friebel, L., Braun, C., Ebner, M. & Eder, J., 22 Sep 2019, Teilhabe in der digitalen Bildungswelt: GMW Proceedings 2019, Medien in der Wissenschaft. Hafer, J., Mauch, M. & Schumann, M. (eds.). Münster: Waxmann, p. 187-197 (Medien in der Wissenschaft; vol. 75).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access

Managing the Open Cathedral

Müller, M., 2019, Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Association of Computing Machinery, p. 1176-1179 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery

Gsaxner, C., Pepe, A., Schmalstieg, D., Egger, J. & Wallner, J., 2019, International Conference on Medical Image Computing and Computer-Assisted Intervention. p. 236-244

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neck
Head
Physicians
Head and Neck Neoplasms
Tomography

Master of Puppets: Trusting Silicon in the Fight for Practical Security in Fully Decentralised Peer-to-Peer Networks

Prünster, B., Fasllija, E. & Mocher, D. W., Jul 2019, Proceedings of the 16th International Joint Conference on e-Business and Telecommunications. SciTePress - Science and Technology Publications, Vol. 2: SECRYPT. p. 252--259

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
Peer to peer networks
Silicon
Cloud computing
Hardware
Bandwidth

Matrix Factorization based Heuristics for Constraint-based Recommenders

Polat Erdeniz, S., Felfernig, A., Atas, M. & Samer, R., 2019, (Accepted/In press) The 34th ACM/SIGAPP Symposium On Applied Computing (SAC'19). 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mehr als nur ein MOOC - Sieben Lehr-und Lernszenarien zur Nutzung von MOOCs in der Hochschullehre und anderen Bildungsbereichen

Ebner, M., Braun, C. & Schön, S., 22 Sep 2019, Teilhabe in der digitalen Bildungswelt: GMW Proceedings 2019. Münster: Waxmann, Vol. 75. p. 138-149 (Medien in der Wissenschaft; vol. 75).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access

Mind the Gap: Finding what Updates have (really) changed in Android Applications

Feichtner, J., Neugebauer, L. & Ziegler, D., 2019, Proceedings of the 16th International Joint Conference on e-Business and Telecommunications - Volume 2: SECRYPT. Portugal: SciTePress, p. 306-313 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
Application programs
Android (operating system)

MINT-Robo: Empowering Gifted High School Students with Robotics

Kandlhofer, M., Steinbauer, G., Menzinger, M., Halatschek, R., Kemeny, F. & Landerl, K., 2019, (Accepted/In press) IEEE Conference on Frontiers in Education (FIE) 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mobile-Only Solution for Server-Based Qualified Electronic Signatures

Theuermann, K., Tauber, A. & Lenz, T., 24 May 2019, ICC 2019 - 2019 IEEE International Conference on Communications (ICC). Shanghai, China, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mobile Private Contact Discovery at Scale

Kales, D., Rechberger, C., Schneider, T., Senker, M. & Weinert, C., 14 Aug 2019, 28th USENIX Security Symposium. USENIX Association, p. 1447-1464

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Smartphones
Communication
Networks (circuits)
Mobile devices
Cryptography

More Practical Single-Trace Attacks on the Number Theoretic Transform

Peßl, P. & Primas, R., 2019, Progress in Cryptology – LATINCRYPT 2019: 6th International Conference on Cryptology and Information Security in Latin America, Santiago de Chile, Chile, October 2–4, 2019, Proceedings. Springer, (Lecture Notes in Computer Science; vol. 11774).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Cryptography
Mathematical transformations
Microcontrollers
Recovery
Side channel attack

Multiple linked-view exploration on large displays facilitated by a secondary handheld device

Chegini, M., Andrews, K., Schreck, T. & Sourin, A., 1 Jan 2019, International Workshop on Advanced Image Technology, IWAIT 2019. Yu, L., Lau, P. Y., Lie, W-N., Hayase, K., Lee, Y-L., Kemao, Q. & Srisuk, S. (eds.). SPIE, Vol. 11049. p. 110490H01-110490H06 6 p. 110490H. (INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT) 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
Display devices

Multiple View Geometry in Remote Sensing: An Empirical Study based on Pléiades Satellite Images

Perko, R., Schardt, M., Piermattei, L., Auer, S. & Roth, P. M., 2019, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. p. 3629-3632

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

remote sensing
computer vision
geometry
ground control
photogrammetry

mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling

Chegini, M., Bernard, J., Shao, L., Sourin, A., Andrews, K. & Schreck, T., 21 Oct 2019, (Accepted/In press) Proceeding of IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
Labeling
Learning systems
Learning algorithms
Ecosystems
Labels

NetSpectre: Read Arbitrary Memory over Network

Schwarz, M., Schwarzl, M., Lipp, M., Masters, J. & Gruß, D., Sep 2019, Computer Security - ESORICS 2019: 24th European Symposium on Research in Computer Security, Luxembourg, September 23–27, 2019, Proceedings. Cham: Springer, Vol. 1. p. 279-299 (Lecture Notes in Computer Science; vol. 11735).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Data storage equipment

Obfuscation-Resilient Code Recognition in Android Apps

Feichtner, J. & Rabensteiner, C., 2019, 14th International Conference on Availability, Reliability and Security (ARES 2019). New York: Association of Computing Machinery, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
Application programs
Android (operating system)

Objective extraction of the temporal evolution of the mitral valve vortex ring from 4D flow MRI

Kräuter, C., Reiter, U., Schmidt, A., greiser, A., Masana, M., Stollberger, R., Fuchsjäger, M. & Reiter, G., 26 Apr 2019, Proc Intl Soc Mag Reson Med 27. International Society for Magnetic Resonance in Medicine, Vol. 27. 1970

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On Object Symmetries and 6D Pose Estimation from Images

Pitteri, G., Ramamonjisoa, M., Ilic, S. & Lepetit, V., 2019, 2019 International Conference on 3D Vision (3DV). p. 614-622

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning algorithms
Learning systems

On the estimation of the Wasserstein distance in generative models

Pinetz, T., Soukup, D. & Pock, T., 2019, German Conference on Pattern Recognition. p. 156-170

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Cost functions
Probability distributions

Optimising the Encoding for Vibrotactile Skin Reading

Luzhnica, G. & Veas, E., 9 May 2019, ACM CHI Conference on Human Factors in Computing Systems (CHI'19). Association of Computing Machinery

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Skin

Pattern Recognition and Mixed Reality for Computer-Aided Maxillofacial Surgery and Oncological Assessment

Pepe, A., Trotta, G. F., Gsaxner, C., Schmalstieg, D., Wallner, J., Egger, J. & Bevilacqua, V., 2019, BMEiCON 2018 - 11th Biomedical Engineering International Conference. 8609921

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

surgery
pattern recognition
Surgery
Pattern recognition
earphones

Perturbation-Evoked Potentials: Future Usage in Human-Machine Interaction

Ditz, J. C. & Müller-Putz, G., 2019, Information Systems and Neuroscience: NeuroIS Retreat 2019. Davies, F. D., Riedl, R., Brocke, J. V., Léger, P-M., Randolph, A. & Fischer, T. (eds.). Springer International Publishing AG , p. 242 - 248 7 p. (Lecture Notes in Information Systems and Organisation; vol. 32).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Phish-Hook: Detecting Phishing Certificates Using Certificate Transparency Logs

Fasllija, E., Enişer, H. F. & Prünster, B., 23 Oct 2019, 15th EAI International Conference on Security and Privacy in Communication Networks. Springer

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File
Hooks
Transparency
Labels
Websites
Visibility

Pocket Code - A Mobile Visual Programming Framework For App Development

Müller, M., Schindler, C. & Slany, W., 29 Aug 2019, 2019 IEEE/ACM 6th International Conference on Mobile Software Engineering and Systems (MOBILESoft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Policy-based access control for the IoT and Smart Cities

Omolola, O., More, S., Fasllija, E., Wagner, G. & Alber, L., 1 Jan 2019, Open Identity Summit 2019, Proceedings. Rossnagel, H., Wagner, S. & Huhnlein, D. (eds.). Gesellschaft fur Informatik (GI), p. 157-163 7 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-293).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Access control
Network protocols
Data privacy
Data storage equipment
Smart city

Professor YouTube and Their Interactive Colleagues How Enhanced Videos and Online Courses Change the Way of Learning

Nagler, W., Haas, M., Ebner, M. & Schön, M., 26 Jun 2019, Proceedings of EdMedia + Innovate Learning. Amsterdam, Netherlands: Association for the Advancement of Computing in Education, p. 641-650

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Protecting RISC-V Processors against Physical Attacks

Werner, M., Schilling, R., Unterluggauer, T. & Mangard, S., 2019, Design, Automation & Test in Europe Conference - DATE 2019. p. 1136-1141 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File
Reduced instruction set computing
Microcontrollers
Data storage equipment
Flow control
Program processors

Prying CoW: Inferring Secrets Across Virtual Machine Boundaries

Palfinger, G., Prünster, B. & Ziegler, D., Jul 2019, Proceedings of the 16th International Joint Conference on e-Business and Telecommunications. Prague, Czech Republic: SciTePress - Science and Technology Publications, Vol. 2: SECRYPT. p. 187 - 197

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Computer operating systems
Hardware
Virtual machine

Qualified Remote Signatures – Solutions, its Certification, and Use

Leitold, H. & Konrad, D., 2019, Proceedings of 29th SmartCard Workshop. Waldmann, U. (ed.). p. 219-231

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

File

RESLAM: A real-time robust edge-based SLAM system

Schenk, F. & Fraundorfer, F., 20 May 2019, Proceedings of the International Conference on Robotics and Automation 2019. 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File
Cameras
Sensors
Program processors
Robotics
Pipelines

Revisiting User Privacy for Certificate Transparency

Kales, D., Omolola, O. & Ramacher, S., 2019, 4th IEEE European Symposium on Security and Privacy.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Rotational Alignment of IMU-camera Systems with 1-Point RANSAC

Banglei, G., Su, A., Li, Z. & Fraundorfer, F., 2019, Pattern Recognition and Computer Vision. Lin, Z. (ed.). Cham: Springer, p. 172-183 (Lecture Notes in Computer Science; no. 11859).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Cameras
Detectors

Run-Time Optimization for Learned Controllers Through Quantitative Games

Avni, G., Bloem, R., Chatterjee, K., Henzinger, T., Könighofer, B. & Pranger, S., 15 Jul 2019, Computer Aided Verification (CAV). Dillig, I. & Tasiran, S. (eds.). 31 ed. Springer, Vol. 11561. p. 630-649 ( Lecture Notes in Computer Science; vol. 11561).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Controllers
Emergency vehicles
Stochastic models
Telecommunication traffic
Learning systems

SECURITY VULNERABILITIES IN MODERN LMS

Scerbakov, N., Scerbakov, A. & Kappe, F., 2019, Proceedings of the International Conference E-LEARNING 2019 . Porto, Portugal, p. 242-246 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File
E-learning
Communication
Information systems
Internet
Students

Selective End-To-End Data-Sharing in the Cloud

Hörandner, F., Ramacher, S. & Roth, S., 2019, (Accepted/In press) 15th International Conference on Information Systems Security, ICISS 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Cryptography

Self- and Cross-Excitation in Stack Exchange Question & Answer Communities

Teixeira dos Santos, T., Walk, S., Kern, R., Strohmaier, M. & Helic, D., 2019, The Web Conference (WWW). Association of Computing Machinery, 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semi-supervised Detector Training with Prototypes for Vehicle Detection

Waltner, G., Opitz, M., Krispel, G., Possegger, H. & Bischof, H., Jun 2019, (Accepted/In press) 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Setup of a Temporary Makerspace for Children at University: MAKER DAYS for Kids 2018

Grandl, M., Ebner, M. & Strasser, A., 7 Aug 2019, Robotics in Education: Current Research and Innovations. Merdan, M., Lepuschitz, W., Koppensteiner, G., Balogh, R. & Obdrzálek, D. (eds.). Cham: Springer International Publishing AG , p. 406-418 13 p. (Advances in Intelligent Systems and Computing; vol. 1023).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

industrial revolution
specialization
new technology
education
learning environment