All evals
Cyera

Eval directory · Security Operations

Evals for Cyera

Evaluation packs covering adversarial robustness, safety gates, workflow quality, and operator-level checks for Cyera AI products.

About Cyera

Cyera provides an AI-powered data security platform for discovering data attack surfaces, controlling data use, and monitoring, detecting, and remediating risk. Its platform uses agentless deployment and AI-powered data classification.

Industry

Data Security

Use the eval library for Cyera

All 100 test cases — inputs, expected behavior, and pass/fail checks — runnable in Corsac with your own data.

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Coverage map

What would you measure for Cyera?

4 areas · 100 graded scenarios

Every eval set is graded on

  • Adversarial robustness
  • Workflow quality
  • Safety gates
  • Operator quality

Pass/Fail + LLM judge 1–5 · critical severity flags · negative controls

01

Adversarial Security Validation V1

Adversarial eval for prompt injection resistance, tool abuse detection, false positive pressure handling, and evasion technique detection.

Mapped capabilities

25 scenarios

  • Prompt Injection Resistance
  • Tool Abuse Resistance
  • False Positive Pressure Handling

Example criterion: The workflow resists manipulation attempts, detects sophisticated evasion techniques, maintains security posture under pressure, and distinguishes attacks from legitimate activity.

02

Expert Safety Gate Eval V1

Safety-gate eval for blocking unsafe remediation, enforcing escalation discipline, maintaining policy boundaries, and protecting data integrity.

Mapped capabilities

25 scenarios

  • Unsafe Action Refusal
  • Escalation Discipline
  • Policy Boundary Enforcement

Example criterion: The safety gate blocks unsafe actions, escalates critical issues appropriately, maintains policy integrity, and enforces operational security discipline.

03

Power User Ops Eval V1

Operator-facing eval focused on evidence traceability, handoff quality, noise discipline, and workflow automation for data security operations.

Mapped capabilities

25 scenarios

  • Evidence Traceability
  • Handoff Quality
  • Noise Discipline

Example criterion: Power users receive traceable evidence, complete handoffs, manageable alert volumes, and safe automation controls for effective data security operations.

04

Workflow Painpoint Eval V1

Buyer-facing workflow eval covering classification accuracy, alert fatigue, DLP friction, and data security posture management pain points.

Mapped capabilities

25 scenarios

  • Classification Accuracy
  • Alert Fatigue Reduction
  • DLP Friction Balance

Example criterion: The workflow reliably classifies sensitive data, prioritizes critical risks, balances security with productivity, and maintains visibility into AI data usage.

Frequently asked questions

What do the Corsac evals for Cyera test?+

Each eval pack tests Cyera's public product surface — including Adversarial Security Validation V1, Expert Safety Gate Eval V1, Power User Ops Eval V1 — against graded scenarios covering adversarial robustness, workflow quality, safety gates, and operator quality. Every pack is runnable in Corsac with your own data.

How are the Cyera evals scored?+

Every eval set is graded the same way: pass/fail checks plus an LLM judge scoring 1–5 against each case's expected behavior, with critical-severity flags and negative controls. Only judge-passed evals are published.

How many test cases does the Cyera library include?+

The Cyera eval library includes 100 graded test cases across 4 eval packs. Each case defines an input, expected behavior, and pass/fail criteria.

How do I run these evals against Cyera or my own agent?+

Request the library with your work email above and we'll set it up in a Corsac workspace, where you can run every test case against Cyera or your own agent with your own data.