Signal Strength
SMeasures how directly and unambiguously the observed evidence supports the detection hypothesis.
Unknown evidence is not strong evidence.
Trust the action only when the evidence survives.
Vortex DFS scores signal, telemetry, and behavioral resilience before a sensitive system is allowed to move.
Evidence enters
S x T x B is scored
Runtime gates action
One weak input should pull the decision down.
DFS is multiplicative on purpose. Strong signal should not hide broken telemetry, and clean telemetry should not excuse brittle behavior.
DFS = S x T x B
Telemetry Stability
TMeasures whether the underlying evidence can survive realistic telemetry loss, distortion, and pipeline degradation.
Fragile telemetry should reduce stability instead of being treated as trustworthy evidence.
Behavioral Robustness
BMeasures whether the detection logic keeps working as an adversary changes implementation details.
Runtime anomalies must not silently redefine Behavioral Robustness.
Score the evidence before authority is spent.
Vortex keeps detection fidelity separate from runtime policy. Context can downgrade trust, but it cannot turn insufficient evidence into a clean allow.
AllowEscalateBlock
1
Application requests a sensitive action.
2
Vortex runtime loads policy and context.
3
Evidence is scored through S, T, and B.
4
The decision resolves to allow, escalate, or block.
Use Vortex where a wrong allow is expensive.
The model is built for actions that need a defensible reason to proceed, pause, or stop.
Detection Engineering
Evaluate whether detection content has enough fidelity to support automated or high-impact decisions.
AI and Autonomous Agents
Wrap sensitive agent actions with an evidence layer around tool calls, provenance, runtime telemetry, and observed behavior.
Privileged Operations
Protect destructive infrastructure, database, remediation, and workflow actions with fail-safe decision boundaries.
Explicit evidence
Explainability
Deterministic decisions
Fail-safe behavior
Separation of semantics from enforcement policy
Measurable security assumptions