NEW

Start with the pressure: sales, launch, abuse, agents, data, or guardrails

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.

CAN YOU PROVE WHAT YOUR EVALS COVER?

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

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WHERE CAN AI CODE BECOME AN ATTACK PATH?

SecEng Code Scanner

AI Attack-Path SAST

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WHAT DID IT ACTUALLY DO?

SecEng Runtime Proxy

MITM Capture, Replay & Runtime Evidence

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HOW CAN IT FAIL UNDER ATTACK?

SecEng Adversarial Range

AI Red-Team Scenario Harness

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WHAT CAN AGENTS ACTUALLY DO?

SecEng Authority Graph

Agent Authority & Approval-Path Analysis

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WAS RETRIEVAL AUTHORIZED?

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Retrieval & Context Security Test Harness

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SecEng Threat Canvas

AI Threat Modeling & Trust-Boundary Mapping

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SecEng Trust Scanner

Public AI Trust Signal Scoring

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Atlassian Threat Canvas

Security Data Flow Canvas for Jira + Confluence

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SecEng Agent Permission Analyzer

Agent Tool Permission Security Analysis

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SecEng Artifact Analyzer

Static Artifact Intelligence

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SecEng Injection Harness

Prompt Injection Testing

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SecEng Prompt Reviewer

Prompt & Corpus Security Review

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SecEng Model Gateway

Governed AI Routing, Policy Enforcement & Spend Control

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SecEng Program Blueprint Kit

AI Security Program Build

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SecEng Output Safety Tester

AI Output Safety Testing

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SecEng Evidence Scorecard

AI Product Security Assessment & Maturity Scoring

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WHAT CAN YOUR AI TOOLS REALLY DO?

SecEng Tool Capsule Analyzer

AI Tool Capability & Permission Analysis

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WHERE ARE YOUR PRODUCTION PROMPTS?

SecEng Prompt Asset Scanner

Prompt Asset Inventory & Security Review

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WHAT CAN YOUR AGENTS ACTUALLY DO?

SecEng Agent Authority Diff

Agent Authority Review & Hardening

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WHICH AI DEPENDENCIES CHANGE RELEASE RISK?

SecEng Supply Chain Scanner

AI Supply Chain Risk Analysis

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ARE YOUR AI CONFIGS SAFE TO DEPLOY?

SecEng AI Config Linter

AI Runtime Configuration Security

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AIPSA Evidence Packs

Structured Security Assessment Outputs

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