Notes on Dos and Don'ts of Machine Learning in Computer Security
Following the subject from my last post, Reflections about Supervised Learning on Security, I put down some more thoughts about the implementation of learning-based systems in the Security domain. This is my extension to the problems and recommendations presented on the paper Dos and Don’ts of Machine Learning in Computer Security (Quiring, et al, 2022). I encourage you to also read the paper, as it’s excellent and provide a lot of insights about how to better build machine learning models....