σ-Uniformity · Cybersecurity

Cybersecurity.

Intrusion cascades, attack-trace forensics, and signal-vs-noise discrimination read with the same six framework operators that produced every other domain. A domain-independent threshold for separating attack from background.

Framework

How the σ-Uniformity framework applies in cybersecurity: what the cascade is, what \(\Phi\) is, what \(\beta\) measures.

Read the framework →

Findings

Headline cases, validated cascades, and the honest limits of what the framework can decide.

See findings →

Methodology

Data sources, measurement pipeline, and a worked-example trace from raw signal to \(\beta\).

See methodology →