Tarek R. Besold

The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning

2020 · arXiv (Cornell University)

After a surge in popularity of supervised Deep Learning, the desire to reduce the dependence on curated, labelled data sets and to leverage the vast quantities of unlabelled data available recently triggered renewed interest in …

Machine Learning Security in Industry: A Quantitative Survey

2022 · arXiv (Cornell University)

Despite the large body of academic work on machine learning security, little is known about the occurrence of attacks on machine learning systems in the wild. In this paper, we report on a quantitative study …