NorthSec 2025 - François Labrèche - How not to do ML
NorthSec
François Labrèche from Sophos presents a critical analysis of common pitfalls in machine learning when applied to live exploit prediction for vulnerability management. The core subject addresses how improper feature selection and evaluation methods can create an illusion of high performance during t …