Securing the AI/ML Lifecycle With MLSecOps: Open Source Best... Bahaulddin Shammary & Andrey Shorov

This talk focuses on securing the AI and ML lifecycle through the implementation of MLSecOps, presented by Bahaulddin Shammary from Dell and Andrey Shorov from Ericsson. The speakers discuss the security challenges unique to machine learning systems, such as data poisoning and model theft, and introduce a “secure-by-design” approach that integrates security measures from data preparation to deployment. They also highlight ongoing work from the Open Source Security Foundation (OpenSSF) and connect OWASP AI/ML threats to specific open-source tools and mitigation strategies. Attendees will gain insights on how to operationalize MLSecOps in their organizations, enhancing trust in AI systems while engaging with the OpenSSF AI/ML Security Working Group to foster community-led security solutions.