AI security is a lifecycle discipline
Adversaries can target data, training, models, interfaces and deployment environments at different stages.
FUURAA original conceptual visualWhat the evidence indicates
A concise reading of the source
Adversaries can target data, training, models, interfaces and deployment environments at different stages.
FUURAA interpretation
Why this could matter
Security ownership must connect data engineering, model development, product operations and governance.
How to read this signal
Documented development
The underlying event, report or finding has been published. Its future consequences may still be uncertain.



