Despite the recent explosion in machine learning and artificial intelligence (AI) research, there is no singular method or algorithm that works best in all cases.
In fact, this notion has been formalized and shown mathematically in a result known as the no-free-lunch theorem (Wolpert and Macready 1997).
Article Link: https://blog.vectra.ai/blog/types-of-learning-that-cybersecurity-ai-should-leverage