[SystemSafety] Failure Modes in ML

[Derek M Jones]

Peter,

> For those interested in how current analytical methods can adapt to new SW techniques, here is a
> taxonomy of ML failure modes:

To quote from the paper:
"... 200 papers have been written on how Machine Learning (ML)..."

Now 201 papers have been published.

Machine learned models are essentially programs.
Programs do not always behave as expected or desired.

In other news, people expect the Sun to rise tomorrow.

-- 
Derek M. Jones           Software analysis
tel: +44 (0)1252 520667  blog:shape-of-code.coding-guidelines.com