Adaptive Machine Learning (AML) is a hands-on tutorial that introduces real-time, incremental learning techniques for streaming and continually evolving data. Using CapyMOA, an open-source Python ...

In this tutorial, we build a robust, multi-layered safety filter designed to defend large language models against adaptive and paraphrased attacks. We combine semantic similarity analysis, rule-based ...