Machine Learning

Fault Injection Attacks and Countermeasures on TinyML Algorithms
TinyML algorithms, designed to operate on constrained devices such as those found in Internet of Things (IoT) systems, are vulnerable …
Anthony Etim, Srilalith Nampally, Aubtin Rasouli, Dustin Mazza, Krishna Chilakapati, Tinghung Chiu, Ferhat Erata, Leyla Nazhandali, Wenjie Xiong, Jakub Szefer
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Fault Attacks on ML-based Quantum Control and Error Correction
Machine-learning (ML) models are increasingly used in quantum computing systems to discriminate multi-qubit readouts, mitigate …
Anthony Etim, Jakub Szefer
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