Research question
Are organisations prepared to secure ML systems?
Key findings
- 25 of 28 surveyed organisations lacked tools to protect ML systems - Proposes changes to the software security lifecycle and to threat modelling for ML
Adversarial Machine Learning -- Industry Perspectives
Microsoft's survey showing industry had no tooling or process for ML security, which motivated the AML threat matrix and MITRE ATLAS.
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