34 citations · 52 across the 6 of their papers we have counts for
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cs.CR2021★ 15 cited
On managing vulnerabilities in AI/ML systems
Jonathan M. Spring, April Galyardt, Allen D. Householder +1
This paper explores how the current paradigm of vulnerability management might adapt to include machine learning systems through a thought experiment: what if flaws in machine lear…
cs.CR2018★ 34 cited
Towards security defect prediction with AI
Carson D. Sestili, William S. Snavely, Nathan M. VanHoudnos
In this study, we investigate the limits of the current state of the art AI system for detecting buffer overflows and compare it with current static analysis tools. To do so, we de…