Security for machine learning-based systems: Attacks and challenges during training and inference

F Khalid, MA Hanif, S Rehman… - … Conference on Frontiers …, 2018 - ieeexplore.ieee.org
The exponential increase in dependencies between the cyber and physical world leads to
an enormous amount of data which must be efficiently processed and stored. Therefore …

Robustness for smart cyber physical systems and internet-of-things: From adaptive robustness methods to reliability and security for machine learning

F Kriebel, S Rehman, MA Hanif… - 2018 IEEE Computer …, 2018 - ieeexplore.ieee.org
In recent years, the exponential growth of internet of things (IoT) and cyber physical systems
(CPS) in safety critical applications has imposed severe reliability and security challenges …