SECENG EVIDENCE
AI Security Eval Coverage Evidence
Prove your AI security tests cover the risks that matter.
Measure whether your AI evaluations actually cover prompt injection, indirect prompt injection, tool abuse, RAG poisoning, data leakage, tenant crossover, memory poisoning, guardrail bypass, and auditability. Eval Coverage Auditor audits coverage across existing eval systems; it does not replace promptfoo, garak, deepeval, Inspect, or internal eval runners.
Measure
Identify which AI security domains are covered by existing evals.
Expose
Find missing tests for prompt injection, tool abuse, RAG, memory, tenant isolation, and unsafe outputs.
Prove
Generate coverage summaries that support security review, buyer diligence, and release readiness.
Connect
Turn Prompt Asset, RAG, Tool Capsule, and Threat Canvas findings into eval requirements.
Core capabilities
What SecEng Eval Coverage Auditor does.
Coverage Matrix
Read evaluation files, test names, rubrics, fixtures, and scenarios to map coverage to AI security risk domains.
Missing Domain Findings
Identify absent coverage for direct and indirect prompt injection, tool abuse, RAG poisoning, data leakage, tenant crossover, memory poisoning, guardrail bypass, unsafe outputs, and auditability.
Release Readiness Signals
Highlight missing release-blocking tests and regression gaps for model, provider, prompt, retrieval, and tool changes.
Finding-to-Eval Requirements
Convert Threat Canvas, Tool Capsule, Prompt Asset, RAG, and Permission findings into recommended eval backlog items.
Evidence Summary
Produce buyer-ready summaries that show what has been tested, what has not, and what must be added before security review or release.
Eval Runner Neutral
Measure coverage across existing eval runners and internal test systems without forcing a new execution engine.
Evidence & signals
What you get out of the box.
Risk Domains
- Prompt injection
- Indirect prompt injection
- Tool abuse
- RAG poisoning
- Data leakage
- Tenant crossover
- Memory poisoning
- Guardrail bypass
- Auditability
Inputs
- Eval files
- Test names
- Rubrics
- Fixtures
- Scenarios
- Internal eval metadata
Deliverables
- Eval coverage matrix
- Missing domain findings
- Release readiness signals
- Recommended eval backlog
- Evidence-ready summary
AI SECURITY ENGINEERING WORKBENCH
Ready to put SecEng Eval Coverage Auditor to work?
Eval Coverage Auditor is an active-development SecEng Workbench capability available through scoped public-site review conversations. It audits coverage across your existing eval systems and turns missing risk domains into evidence-ready backlog.
Also in the Workbench
WHAT AI DO WE HAVE?
SecEng Surface Scanner
Browser, Repo & IDE AI Discovery
WHERE CAN AI CODE BECOME AN ATTACK PATH?
SecEng Code Scanner
AI Attack-Path SAST
WHAT DID IT ACTUALLY DO?
SecEng Runtime Proxy
MITM Capture, Replay & Runtime Evidence
HOW CAN IT FAIL UNDER ATTACK?
SecEng Adversarial Range
AI Red-Team Scenario Harness
WHAT CAN AGENTS ACTUALLY DO?
SecEng Authority Graph
Agent Authority & Approval-Path Analysis
WAS RETRIEVAL AUTHORIZED?
SecEng RAG Test Harness
Retrieval & Context Security Test Harness
SecEng Threat Canvas
AI Threat Modeling & Trust-Boundary Mapping
SecEng Trust Scanner
Public AI Trust Signal Scoring
Atlassian Threat Canvas
Security Data Flow Canvas for Jira + Confluence
SecEng Agent Permission Analyzer
Agent Tool Permission Security Analysis
SecEng Artifact Analyzer
Static Artifact Intelligence
SecEng Injection Harness
Prompt Injection Testing
SecEng Prompt Reviewer
Prompt & Corpus Security Review
SecEng Model Gateway
Governed AI Routing, Policy Enforcement & Spend Control
SecEng Program Blueprint Kit
AI Security Program Build
SecEng Output Safety Tester
AI Output Safety Testing
SecEng Evidence Scorecard
AI Product Security Assessment & Maturity Scoring
WHAT CAN YOUR AI TOOLS REALLY DO?
SecEng Tool Capsule Analyzer
AI Tool Capability & Permission Analysis
WHERE ARE YOUR PRODUCTION PROMPTS?
SecEng Prompt Asset Scanner
Prompt Asset Inventory & Security Review
WHAT CAN YOUR AGENTS ACTUALLY DO?
SecEng Agent Authority Diff
Agent Authority Review & Hardening
WHICH AI DEPENDENCIES CHANGE RELEASE RISK?
SecEng Supply Chain Scanner
AI Supply Chain Risk Analysis
ARE YOUR AI CONFIGS SAFE TO DEPLOY?
SecEng AI Config Linter
AI Runtime Configuration Security
AIPSA Evidence Packs
Structured Security Assessment Outputs