40 citations · 43 across the 3 of their papers we have counts for
3 papers
Practice-Informed, Practice-Ready: An AI security incident taxonomy
Lukas Bieringer, Sean McGregor, Nicole Nichols +7
With the increasing prevalence of AI systems, several real-world AI security incidents have been reported. However, despite forthcoming legal mandates, the reporting and collection…
Towards more Practical Threat Models in Artificial Intelligence Security
Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold +1
Recent works have identified a gap between research and practice in artificial intelligence security: threats studied in academia do not always reflect the practical use and securi…
Machine Learning Security in Industry: A Quantitative Survey
Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold +2
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 rep…