- Introduced a new document outlining the inline DSSE provenance for SBOM, VEX, scan, and derived events. - Defined the Mongo schema for event patches, including key fields for provenance and trust verification. - Documented the write path for ingesting provenance metadata and backfilling historical events. - Created CI/CD snippets for uploading DSSE attestations and generating provenance metadata. - Established Mongo indexes for efficient provenance queries and provided query recipes for various use cases. - Outlined policy gates for managing VEX decisions based on provenance verification. - Included UI nudges for displaying provenance information and implementation tasks for future enhancements. --- Implement reachability lattice and scoring model - Developed a comprehensive document detailing the reachability lattice and scoring model. - Defined core types for reachability states, evidence, and mitigations with corresponding C# models. - Established a scoring policy with base score contributions from various evidence classes. - Mapped reachability states to VEX gates and provided a clear overview of evidence sources. - Documented the event graph schema for persisting reachability data in MongoDB. - Outlined the integration of runtime probes for evidence collection and defined a roadmap for future tasks. --- Introduce uncertainty states and entropy scoring - Created a draft document for tracking uncertainty states and their impact on risk scoring. - Defined core uncertainty states with associated entropy values and evidence requirements. - Established a schema for storing uncertainty states alongside findings. - Documented the risk score calculation incorporating uncertainty and its effect on final risk assessments. - Provided policy guidelines for handling uncertainty in decision-making processes. - Outlined UI guidelines for displaying uncertainty information and suggested remediation actions. --- Add Ruby package inventory management - Implemented Ruby package inventory management with corresponding data models and storage mechanisms. - Created C# records for Ruby package inventory, artifacts, provenance, and runtime details. - Developed a repository for managing Ruby package inventory documents in MongoDB. - Implemented a service for storing and retrieving Ruby package inventories. - Added unit tests for the Ruby package inventory store to ensure functionality and data integrity.
199 lines
7.5 KiB
Markdown
199 lines
7.5 KiB
Markdown
# Reachability Lattice & Scoring Model
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> **Status:** Draft – mirrors the November 2025 advisory on confidence-based reachability.
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> **Owners:** Scanner Guild · Policy Guild · Signals Guild.
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This document defines the confidence lattice, evidence types, mitigation scoring, and policy gates used to turn static/runtime signals into reproducible reachability decisions and VEX statuses.
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---
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## 1. Overview
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Classic “reachable: true/false” answers are too brittle. Stella Ops models reachability as an **ordered lattice** with explicit states and scores. Each analyzer/runtime probe emits `Evidence` documents; mitigations add `Mitigation` entries. The lattice engine joins both inputs into a `ReachDecision`:
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```
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UNOBSERVED (0–9)
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< POSSIBLE (10–29)
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< STATIC_PATH (30–59)
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< DYNAMIC_SEEN (60–79)
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< DYNAMIC_USER_TAINTED (80–99)
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< EXPLOIT_CONSTRAINTS_REMOVED (100)
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```
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Each state corresponds to increasing confidence that a vulnerability can execute. Mitigations reduce scores; policy gates map scores to VEX statuses (`not_affected`, `under_investigation`, `affected`).
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---
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## 2. Core types
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```csharp
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public enum ReachState { Unobserved, Possible, StaticPath, DynamicSeen, DynamicUserTainted, ExploitConstraintsRemoved }
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public enum EvidenceKind {
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StaticCallEdge, StaticEntryPointProximity, StaticPackageDeclaredOnly,
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RuntimeMethodHit, RuntimeStackSample, RuntimeHttpRouteHit,
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UserInputSource, DataTaintFlow, ConfigFlagOn, ConfigFlagOff,
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ContainerNetworkRestricted, ContainerNetworkOpen,
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WafRulePresent, PatchLevel, VendorVexNotAffected, VendorVexAffected,
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ManualOverride
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}
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public sealed record Evidence(
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string Id,
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EvidenceKind Kind,
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double Weight,
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string Source,
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DateTimeOffset Timestamp,
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string? ArtifactRef,
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string? Details);
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public enum MitigationKind { WafRule, FeatureFlagDisabled, AuthZEnforced, InputValidation, PatchedVersion, ContainerNetworkIsolation, RuntimeGuard, KillSwitch, Other }
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public sealed record Mitigation(
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string Id,
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MitigationKind Kind,
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double Strength,
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string Source,
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DateTimeOffset Timestamp,
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string? ConfigHash,
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string? Details);
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public sealed record ReachDecision(
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string VulnerabilityId,
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string ComponentPurl,
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ReachState State,
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int Score,
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string PolicyVersion,
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IReadOnlyList<Evidence> Evidence,
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IReadOnlyList<Mitigation> Mitigations,
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IReadOnlyDictionary<string,string> Metadata);
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```
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---
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## 3. Scoring policy (default)
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| Evidence class | Base score contribution |
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|--------------------------|-------------------------|
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| Static path (call graph) | ≥ 30 |
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| Runtime hit | ≥ 60 |
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| User-tainted flow | ≥ 80 |
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| “Constraints removed” | = 100 |
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| Lockfile-only evidence | 10 (if no other signals)|
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Mitigations subtract up to 40 points (configurable):
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```
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effectiveScore = baseScore - min(sum(m.Strength), 1.0) * MaxMitigationDelta
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```
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Clamp final scores to 0–100.
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---
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## 4. State & VEX gates
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Default thresholds (edit in `reachability.policy.yml`):
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| State | Score range |
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|----------------------------|-------------|
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| UNOBSERVED | 0–9 |
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| POSSIBLE | 10–29 |
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| STATIC_PATH | 30–59 |
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| DYNAMIC_SEEN | 60–79 |
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| DYNAMIC_USER_TAINTED | 80–99 |
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| EXPLOIT_CONSTRAINTS_REMOVED| 100 |
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VEX mapping:
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* **not_affected**: score ≤ 25 or mitigations dominate (score reduced below threshold).
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* **affected**: score ≥ 60 (dynamic evidence without sufficient mitigation).
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* **under_investigation**: everything between.
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Each decision records `reachability.policy.version`, analyzer versions, policy hash, and config snapshot so downstream verifiers can replay the exact logic.
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---
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## 5. Evidence sources
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| Signal group | Producers | EvidenceKind |
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|--------------|-----------|--------------|
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| Static call graph | Roslyn/IL walkers, ASP.NET routing models, JVM/JIT analyzers | `StaticCallEdge`, `StaticEntryPointProximity`, `StaticFrameworkRouteEdge` |
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| Runtime sampling | .NET EventPipe, JFR, Node inspector, Go/Rust probes | `RuntimeMethodHit`, `RuntimeStackSample`, `RuntimeHttpRouteHit` |
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| Data/taint | Taint analyzers, user-input detectors | `UserInputSource`, `DataTaintFlow` |
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| Environment | Config snapshot, container args, network policy | `ConfigFlagOn/Off`, `ContainerNetworkRestricted/Open` |
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| Mitigations | WAF connectors, patch diff, kill switches | `MitigationKind.*` via `Mitigation` records |
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| Trust | Vendor VEX statements, manual overrides | `VendorVexNotAffected/Affected`, `ManualOverride` |
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Each evidence object **must** log `Source`, timestamps, and references (function IDs, config hashes) so auditors can trace it in the event graph.
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---
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## 6. Event graph schema
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Persist function-level edges and evidence in Mongo (or your event store) under:
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* `reach_functions` – documents keyed by `FunctionId`.
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* `reach_call_sites` – `CallSite` edges (`caller`, `callee`, `frameworkEdge`).
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* `reach_evidence` – array of `Evidence` per `(scanId, vulnId, component)`.
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* `reach_mitigations` – array of `Mitigation` entries with config hashes.
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* `reach_decisions` – final `ReachDecision` document; references above IDs.
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All collections are tenant-scoped and include analyzer/policy version metadata.
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---
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## 7. Policy gates → VEX decisions
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VEXer consumes `ReachDecision` and `reachability.policy.yml` to emit:
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```json
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{
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"vulnerability": "CVE-2025-1234",
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"products": ["pkg:nuget/Example@1.2.3"],
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"status": "not_affected|under_investigation|affected",
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"status_notes": "Reachability score 22 (Possible) with WAF rule mitigation.",
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"justification": "component_not_present|vulnerable_code_not_present|... or custom reason",
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"action_statement": "Monitor config ABC",
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"impact_statement": "Runtime probes observed 0 hits; static call graph absent.",
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"timestamp": "...",
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"custom": {
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"reachability": {
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"state": "POSSIBLE",
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"score": 22,
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"policyVersion": "reach-1",
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"evidenceRefs": ["evidence:123", "mitigation:456"]
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}
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}
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}
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```
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Justifications cite specific evidence/mitigation IDs so replay bundles (`docs/replay/DETERMINISTIC_REPLAY.md`) can prove the decision.
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---
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## 8. Runtime probes (overview)
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* .NET: EventPipe session watching `Microsoft-Windows-DotNETRuntime/Loader,JIT` → `RuntimeMethodHit`.
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* JVM: JFR recording with `MethodProfilingSample` events.
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* Node/TS: Inspector or `--trace-event-categories node.async_hooks,node.perf` sample.
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* Go/Rust: `pprof`/probe instrumentation.
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All runtime probes write evidence via `IRuntimeEvidenceSink`, which deduplicates hits, enriches them with `FunctionId`, and stores them in `reach_evidence`.
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See `src/Scanner/StellaOps.Scanner.WebService/Reachability/Runtime/DotNetRuntimeProbe.cs` (once implemented) for reference.
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---
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## 9. Roadmap
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| Task | Description |
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|------|-------------|
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| `REACH-LATTICE-401-023` | Initial lattice types + scoring engine + event graph schema. |
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| `REACH-RUNTIME-402-024` | Productionize runtime probes (EventPipe/JFR) with opt-in config and telemetry. |
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| `REACH-VEX-402-025` | Wire `ReachDecision` into VEX generator; ensure OpenVEX/CSAF cite reachability evidence. |
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| `REACH-POLICY-402-026` | Expose reachability gates in Policy DSL & CLI (edit/lint/test). |
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Keep this doc updated as the lattice evolves or new signals/mitigations are added.
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*** End Patch
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