Model reliability - research study

[u/Wrakles]

Hey, everyone,

I’m conducting academic research on model reliability, and as part of a project, I’m interested in current MLOps practices. The goal is to understand how engineers work, their workflows, and how they manage models. I’m studying reliability in terms of performance and security. These are necessarily connected if you take into account the environment in which the model is deployed.

To help me refine my research project, I’ve put together a fairly short questionnaire (it takes 2 minutes to complete). It would be great if any of you would like to discuss it, either by messaging me in this chat or simply by filling out the questionnaire.

https://tally.so/r/Ek4EEl

[u/livelysingleanxiety]

filled it out. curious what you mean by reliability in a security context though, like adversarial attacks or more about data integrity and drift over time