The SPATIAL architecture: Design and development experiences from gauging and monitoring the ai inference capabilities of modern applications

AR Ottun, R Marasinghe, T Elemosho… - 2024 IEEE 44th …, 2024 - ieeexplore.ieee.org
Despite its enormous economical and societal impact, lack of human-perceived control and
safety is re-defining the design and development of emerging AI-based technologies. New …

No Classifier Left Behind: An In-depth Study of the RBF SVM Classifier's Vulnerability to Image Extraction Attacks via Confidence Information Exploitation

MR Clark, P Swartz, A Alten… - 2020 IEEE Second …, 2020 - ieeexplore.ieee.org
Training image extraction attacks attempt to reverse engineer training images from an
already trained machine learning model. Such attacks are concerning because training data …