## **PoC** ([Kasimir Schulz](https://twitter.com/abraxus7331?lang=en) , [Kieran Evans](https://hiddenlayer.com/company/)) have a [blog post detailing a range of attacks](https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/) against ClearML, which are CVE-assigned and mitigated against in some versions. ## **Details** Clear ML is used for: - Sharing models - managing datasets - managing projects/experiments [Paper](https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/?utm_campaign=Research%20%7C%20HL&utm_content=280545458&utm_medium=social&utm_source=linkedin&hss_channel=lcp-82336082) [Video](https://www.youtube.com/watch?v=MMzP8hM_epA) ID:AML.T0010.001