Unsupervised learning

How red teamers exploit unsupervised learning models: poisoning, mimicry, and baseline drift attacks against clustering and anomaly detection.

The AI glossary

A practitioner-first AI glossary with opinions. Every term explained by what it does in production, not what it says on the conference slide.

Support vector machines (SVM)

How support vector machines work, why their margin is an attack surface, and what red teamers need to know about poisoning and evading SVM classifiers.

Naive Bayes

How GoodWords attacks exploit the independence assumption in Naive Bayes classifiers, and what red teamers need to know about evading Bayesian security filters.

Decision trees

How decision trees encode their entire logic as readable rules, and why that makes them uniquely exploitable. Part five of the AI red teaming series.

Fixing DisplayLink on Parrot OS 7

A DisplayLink dock stopped working on Parrot OS 7. The fix looked simple until kernel 6.19 broke the packaged driver at every level. Here's how to build past it