Muhammad Muaaz

Current Position: 
University Assistant / Postdoctoral Fellow
Contact: 
muaazatins [dot] jku [dot] at
+43 (0) 732 2468 4134
Science Park3, 2nd Floor, Room 232.

 

Office hours: 
Friday: 09:00 to 13:00 (by appointment)

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About
Research Interests: 
Biometrics, Information Security, Data Science, Applied Machine Learning, Deep Learning
Publications
Journal Article
Muaaz, M., & Mayrhofer R. (2017).  Smartphone-based Gait Recognition: From Authentication to Imitation. IEEE Transactions on Mobile Computing.
Findling, R. Dieter, Muaaz M., Hintze D., & Mayrhofer R. (2017).  ShakeUnlock: Securely Transfer Authentication States Between Mobile Devices. IEEE Transactions on Mobile Computing (IEEE TMC). 16, 1175.
Thesis
Muaaz, M. (2017).  Implicit Biometric Authentication for Smartphones. xviii, 198, 3 Pages.
Conference Paper
Muaaz, M., & Mayrhofer R. (2016).  Accelerometer based Gait Recognition using Adapted Gaussian Mixture Models. Proceedings of the 14th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2016).
Hintze, D., Findling R. Dieter, Muaaz M., Koch E., & Mayrhofer R. (2015).  Cormorant: Towards Continuous Risk-aware Multi-modal Cross-device Authentication. Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers. 169–172.
Muaaz, M., & Mayrhofer R. (2015).  Cross Pocket Gait Authentication using Mobile Phone Based Accelerometer Sensor. Fifteenth International Conference on Computer Aided Systems Theory.
Muaaz, M., & Mayrhofer R. (2014).  Orientation Independent Cell Phone Based Gait Authentication. Proc. MoMM 2014: 12th International Conference on Advances in Mobile Computing and Multimedia. 161-164.
Hintze, D., Findling R. Dieter, Muaaz M., Scholz S., & Mayrhofer R. (2014).  Diversity in Locked and Unlocked Mobile Device Usage. Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp 2014). 379-384.
Findling, R. Dieter, Muaaz M., Hintze D., & Mayrhofer R. (2014).  ShakeUnlock: Securely Unlock Mobile Devices by Shaking them Together. Proc. MoMM 2014: 12th International Conference on Advances in Mobile Computing and Multimedia. 165-174.
Muaaz, M., & Mayrhofer R. (2014).  Orientation Independent Cell Phone Based Gait Authentication. Proc. {MoMM} 2014: 12th International Conference on Advances in Mobile Computing and Multimedia. 161–164.
Muaaz, M., & Mayrhofer R. (2013).  An Analysis of Different Approaches to Gait Recognition Using Cell Phone Based Accelerometers. 11th International Conference on Advances in Mobile Computing and Multimedia, (MoMM 2013), Vienna, Austria.
Muaaz, M., & Nickel C. (2012).  Influence of different walking speeds and surfaces on accelerometer-based biometric gait recognition. in Proceedings of 35th International Conference on Telecommunications and Signal Processing (TSP), 508-512.
Report
Findling, R. Dieter, Hintze D., Muaaz M., & Mayrhofer R. (2014).  Prototypical Implementation and Demonstration of Multiple Multi-Channel Device Authentication Protocols Using Embedded Sensors on Various Off-the-shelf Mobile Phones.
Miscellaneous
Muaaz, M. (2013).  A Transparent and Continuous Biometric Authentication Framework for User-Friendly Secure Mobile Environments. in Adjunct Proceedings the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013).