# ML Model Development Lifecycle Threats

What could go wrong during the ML model development lifecycle?

Here is an example threat model based on the talk "Kubernetes MLSec: Securing AI in Space" by [**Francesco Beltramini**](https://www.linkedin.com/feed/#) and [**James Callaghan**](https://www.linkedin.com/feed/#) of [**ControlPlane**](https://www.linkedin.com/feed/#).

Link: \[https://www.youtube.com/watch?v=gjl-lTF70HE&list=PLj6h78yzYM2N8nw1YcqqKveySH6\_0VnI0\]

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![](https://cdn.hashnode.com/res/hashnode/image/upload/v1715089401451/872f5e26-dd1d-423d-88ae-ad8c9317eb9c.png align="center")