From MLOps to MLOops - Exposing the Attack Surface of Machine Learning Platforms
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Black Hat USA 2024 · Day 1 · Briefing
In this compelling Black Hat USA presentation, "From MLOps to MLOops - Exposing the Attack Surface of Machine Learning Platforms," Shahar Menashe, leading JFrog's security research teams, alongside his colleagues Ori Hollander, Natan Nehorai, and Uriya Yavnielli, shed critical light on the emerging security risks within modern machine learning operations (MLOps). The talk posits a stark and crucial argument: MLOps platforms, the backbone of AI development and deployment within organizations, are rapidly becoming a new class of high-value targets for adversaries.