Context-Aware Active Authentication Using Smartphone Accelerometer Measurements

@article{Primo2014ContextAwareAA,
  title={Context-Aware Active Authentication Using Smartphone Accelerometer Measurements},
  author={Abena Primo and Vir V. Phoha and Rajesh Kumar and Abdul Serwadda},
  journal={2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops},
  year={2014},
  pages={98-105}
}
While body movement patterns recorded by a smartphone accelerometer are now well understood to be discriminative enough to separate users, little work has been done to address the question of if or how the position in which the phone is held affects user authentication. In this work, we show through a combination of supervised learning methods and statistical tests, that there are certain users for whom exploitation of information of how a phone is held drastically improves classification… CONTINUE READING
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Showing 1-10 of 22 references

If facebook home will track my every move and serve me targeted ads, sign me up now

M. Bryant
http://thenextweb.com/media//2013//04//05//if-facebookhome-will-track-my-every-move-and-serve-me-targetedads-sign-me-up-now/, Apr. 2013, [Online; accessed 31- March-2014. • 2013
View 1 Excerpt

Investigating Mobile Device Picking-up motion as a novel biometric modality

2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS) • 2013
View 1 Excerpt

Which verifiers work?: A benchmark evaluation of touch-based authentication algorithms

2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS) • 2013
View 1 Excerpt

Gait-ID on the move: Pace independent human identification using cell phone accelerometer dynamics

2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS) • 2012
View 1 Excerpt

Observing Recovery from Knee-Replacement Surgery by Using Wearable Sensors

2011 International Conference on Body Sensor Networks • 2011
View 1 Excerpt

Rotation invariant feature extraction from 3-D acceleration signals

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) • 2011
View 1 Excerpt

Cell phone-based biometric identification

2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS) • 2010
View 1 Excerpt

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