DTM™

Research Paper
METHODOLOGY

Data Sources & Methodology

November 15, 2023
Research Team
Type: RESEARCH

Attribution: DTM (Dynamic Threat Mitigation) designed by Dr. Todd M. Price. CART (Continuous Automated Red-Teaming) and PQE (Post-Quantum Engineering) built into the SaaS platform by Price-Oquindo.

Data Inputs
  • Telemetry: Auth logs, mTLS handshake stats, gateway metrics.
  • Discovery: SBOMs, CA transparency logs, traffic sampling.
  • CART: Scenario outcomes, exploit success/fail rates, blast-radius projections.
  • Business: Asset criticality, data sensitivity, partner dependencies.
Feature Engineering
  • Exposure scores (internet-facing, traffic volume).
  • Longevity of data; crypto dependency class; vendor readiness signals.
  • Performance headroom; historical incident correlation.
Evaluation & QA
  • Before/after deltas on CART success rate, latency, error budgets.
  • Back-testing recommendations vs. incidents and SLO breaches.
  • Inter-rater reliability for manual labels; drift detection.

RESEARCH DOCUMENT | Aegis Project — Data Sources & Methodology