Ambiguous Techniques

February 17, 2026

Project Summary

With Ambiguous Techniques, you will reduce false positives, focus on the highest‑value log sources, and uncover adversarial use of living‑off‑the‑land activity with an evidence‑driven detection design process.

Problem

Many ATT&CK techniques, especially those used in living-off-the-land activity, produce observables that are indistinguishable from benign behavior, making it difficult for defenders to determine malicious intent.

Solution

Apply contextual analysis, minimum telemetry requirements, and confidence‑based scoring of log sources to prioritize the data that most effectively separates malicious from benign use of ambiguous techniques.

Impact

Reduce false positives and improve detection accuracy so defenders can focus on the alerts that truly matter while using an evidence‑based approach to select and justify telemetry investments.