Machine Learning, Cybersecurity, Cyberdéfense, Pitfalls, Mlsec.
data features and their labels changes over time, leading the model to make incorrect predictions. Imagine training a model to identify spam emails based on specific keywords. If attackers shift their tactics and start using different keywords, the model’s performance will plummet. These pitfalls