Machine Learning, Cybersecurity, Cyberdéfense, Pitfalls, Mlsec.
paper meticulously dissects different stages of the machine learning workflow, from data collection and labeling to system design and deployment. Each stage harbors its own set of pitfalls, and the paper delves into their impact on the security domain. Figure 1 provides a visual map of these