Claudia Eckert — accepted AI-conference papers

2018

Learning on a Budget for User Authentication on Mobile Devices

Bojan Kolosnjaji, Antonia Hufner, Claudia Eckert, Apostolis Zarras

ICASSP 2018accepted

Since the amount of sensitive information stored on smart-phones expands with the growth of their popularity, the need for reliable and usable authentication on these devices increases. Constant reauthentication requests of standard methods, such as PINs, passwords, and swipe patterns, annoy many us…

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2015

Is Feature Selection Secure against Training Data Poisoning?

Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli

ICML 2015poster

Learning in adversarial settings is becoming an important task for application domains where attackers may inject malicious data into the training set to subvert normal operation of data-driven technologies. Feature selection has been widely used in machine learning for security applications to impr…

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