List of peer-reviewed publications.
Visit also google-scholar.
2016
Neil Zhenqiang Gong, Mathias Payer, Reza Moazzezi, Mario Frank. "Forgery-Resistant Touch-based Authentication on Mobile Devices".
In ASIACCS '16: 11th ACM Asia Conference on Computer and Communications Security , pages 499-510, ACM 2016 (acc. rate 20.9%)
[ abstract | bib | pdf (local) | pdf (arXiv) | doi | project page]
2014
Mathias Payer, Ling Huang, Neil Zhenqiang Gong, Kevin Borgolte, Mario Frank. "What You Submit is Who You Are: A Multi-Modal Approach for Deanonymizing Scientific Publications".
In IEEE Transactions on Information Forensics and Security (Vol. 10, No. 1), pages 200-212, IEEE 2014.
[ abstract | bib | pdf (preprint) | doi]
Neil Zhenqiang Gong, Mario Frank, Prateek Mittal. "SybilBelief: A Semi-supervised Learning Approach for Structure-based Sybil Detection".
In IEEE Transactions on Information Forensics and Security (Vol. 9, No. 6), pages 976-987, IEEE 2014.
[ abstract | bib | pdf | doi ]
2013
Mario Frank, Joachim M. Buhmann, David Basin. "Role Mining with Probabilistic Models".
In ACM Transactions on Information and System Security (Vol. 15, No. 4) , pages 1-28, ACM 2013
[ abstract | bib | pdf | doi | project page ]
Mario Frank, Ralf Biedert, Eugene Ma, Ivan Martinovic, Dawn Song. "Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication".
In IEEE Transactions on Information Forensics and Security (Vol. 8, No. 1), pages 136-148, IEEE 2013.
[ abstract | bib | pdf | doi | data | poster (pdf) | paper history | project page]
Arman Boehm, Dongqu Chen, Mario Frank, Ling Huang, Cynthia Kuo, Tihomir Lolic, Ivan Martinovic, Dawn Song. "SAFE: Secure Authentication with Face and Eyes".
Best paper award at IEEE PRISMS 2013 (successor of MobiSec).
[ abstract | bib | pdf | project page ]
Tim Stöber, Mario Frank, Jens Schmitt, Ivan Martinovic. "Who do you sync you are? Smartphone Fingerprinting based on Application Behaviour".
In WiSec'13: ACM Conference on Security and Privacy in Wireless and Mobile Networks
, pages 7-12, ACM 2013 (acc. rate: 22%)
[ abstract | bib | pdf | doi | project page ]
Siddharth Gupta, Casey Hanson, Carl Gunter, Mario Frank, David Liebovitz, Bradley Malin. "Modeling and Detecting Anomalous Topic Access".
In IEEE Intelligence and Security Informatics 2013, pages 100-105
[ abstract | bib | pdf ]
Mario Frank, Tiffany Hwu, Sakshi Jain, Robert Knight, Ivan Martinovic, Prateek Mittal, Daniele Perito, Dawn Song. "Subliminal Probing for Private Information via EEG-Based BCI Devices". under review
[ abstract | bib | arXiv preprint ]
2012
Mario Frank, Andreas P. Streich, David Basin, Joachim M. Buhmann. "Multi-Assignment Clustering for Boolean Data"
In Journal of Machine Learning Research, 13(Feb): pages 459-489, 2012.
[ abstract | bib | pdf | video & slides from ICML | code | project page]
Mario Frank, Ben Dong, Adrienne Porter-Felt, Dawn Song. "Mining Permission Request Patterns from Android and Facebook Applications" .
In ICDM'12: IEEE International Conference on Data Mining, pages 870-875, IEEE 2012 (acc. rate: 19.97%)
[ abstract | bib |
pdf (short version) |
pdf (full version) | doi | data | code | project page ]
Ivan Martinovic, Doug Davies, Mario Frank, Daniele Perito, Tomas Ros, Dawn Song. "On the feasibility of side-channel attacks with Brain-Computer Interfaces".
21st Usenix Security Symposium (Usenix Security), August 2012. (acc. rate: 19.4%)
[ abstract | bib | pdf | project page | media coverage ]
Samuel Smith, Jae Yeon (Claire) Baek, Zhaoyi Kang, Dawn Song, Laurent El Ghaoui, Mario Frank. "Predicting Congressional Votes Based on Campaign Finance Data".
In ICMLA 2012: 11th International Conference on Machine Learning and Applications. (acc. rate: ?)
[ abstract |
bib |
pdf |
poster ]
Ian Fischer, Cynthia Kuo, Ling Huang, Mario Frank. "Smartphones: Not Smart Enough?".
In 2nd ACM CCS Workshop on Security and Privacy in Mobile Devices
(SPSM 2012). (acc. rate: 36.7%)
[ abstract | bib | pdf | doi | project page ]
Ralf Biedert, Mario Frank, Ivan Martinovic, Dawn Song "Stimuli for Gaze Based Intrusion Detection".
FutureTech 2012: 7th FTRA International Conference on
Future Information Technology (acc. rate: 34%)
[ abstract | bib | pdf | doi ]
2011
Mario Frank, Morteza Haghir Chehreghani, Joachim M. Buhmann "The Minimum Transfer Cost Principle for Model-Order Selection".
ECML PKDD 2011: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (acc. rate: 20%)
[ abstract | bib | pdf | doi ]
Mario Frank and Joachim M. Buhmann "Selecting the rank of truncated SVD by Maximum Approximation Capacity".
ISIT 2011: IEEE International Symposium on Information Theory (acc. rate: ?)
[ abstract | bib | pdf | doi ]
Joachim M. Buhmann, Morteza Haghir Chehreghani, Mario Frank, Andreas P. Streich "Information Theoretic Model Selection for Pattern Analysis".
in JMLR Workshop and Conference Proceedings 7, 1-8: ICML 2011 Workshop on Unsupervised and Transfer Learning
[ abstract | bib | pdf | slides ]
Mario Frank and Fred A. Hamprecht "Image-Based Supervision of a Periodically Working Machine".
In Pattern Analysis and Applications, Springer 2011.
[ abstract | bib | pdf | doi | video
| project page]
2010
Mario Frank, Joachim M. Buhmann, David Basin "On the Definition of Role Mining".
Test-of-time award SACMAT 2020
Published in SACMAT 2010: 15th ACM Symposium on Access Control Models and Technologies, pages 35-44, ACM 2010 (acc. rate: 25%)
[ abstract | bib | pdf | doi | slides | project page]
Mario Frank and Ian Molloy "Tutorial on Role Mining".
At CCS 2010: 17th ACM conference on Computer and Communications Security, ACM 2010.
[ slides | project page ]
2009
Mario Frank, Andreas P. Streich, David Basin, Joachim M. Buhmann "A Probabilistic Approach to Hybrid Role Mining".
In CCS 2009: 16th ACM conference on Computer and Communications Security, pages 101-111, ACM 2009. (acc. rate: 18.4%)
[ abstract | bib | pdf | doi | project page ]
Andreas P. Streich, Mario Frank, David Basin, Joachim M. Buhmann "Multi-Assignment Clustering for Boolean Data"
In ICML 2009: Proceedings of the 26th International Conference
on Machine Learning, pages 969-976. (acc. rate: 26.9%)
[ abstract | bib | pdf | pdf (journal version) | video & slides | code
| project page]
Mario Frank, Matthias Plaue, Fred A. Hamprecht "Denoising of continuous-wave time-of-flight depth images using confidence measures".
In Optical Engineering (Vol. 48, No. 7), SPIE 2009.
[ abstract | bib | pdf | doi | code | project page]
Mario Frank, Matthias Plaue, Holger Rapp, Ullrich Köthe, Bernd Jähne, Fred A. Hamprecht "Theoretical and experimental error analysis of continuous-wave time-of-flight range cameras".
In Optical Engineering (Vol. 48, No. 1), SPIE 2009.
[ abstract | bib | pdf | doi | project page ]
2008
Mario Frank, David Basin, Joachim M. Buhmann "A Class of Probabilistic Models for Role Engineering".
In CCS 2008: Proceedings of the 15th ACM conference on Computer and Communications Security, pages 299-310, ACM 2008. (acc. rate: 18.1%)
[ abstract | bib | pdf | doi | project page ]
Holger Rapp, Mario Frank, Fred A. Hamprecht, Bernd Jähne "A theoretical and experimental investigation of the systematic errors and statistical uncertainties of Time-Of-Flight-cameras".
In International Journal of Intelligent Systems Technologies and Applications (Vol. 5, No. 3/4), pages 402-413, Inderscience 2008.
[ abstract | bib | pdf | doi ]