AI Data Leakage Assessment
AI Data Leakage Assessment delivered by SecByte consultants: scoped engagement, manual validation of every reported issue, and a professional report your engineering team can act on.
manual
ai assisted
One-time engagement
Overview
AI Data Leakage Assessment is a scoped, human-led engagement delivered by SecByte consultants within AI Security. We combine automated tooling and AI-assisted analysis for coverage with manual testing for accuracy — every reported issue is validated by a consultant before it reaches your report, so your team never spends time on false positives.
Who needs this
- Organisations with a compliance, customer or audit requirement
- Teams shipping changes to systems that handle sensitive data
- Security leaders who need an independent, evidence-backed view of risk
What we test
- Prompt injection, jailbreaks and instruction hierarchy
- Training, retrieval and context data leakage
- Tool/agent execution boundaries and over-permissioning
- Output handling, downstream injection and abuse
- Rate limiting, cost abuse and model availability
Methodology
- 1Model, data-flow and tool inventory
- 2Threat modelling for the AI surface
- 3Adversarial prompt and abuse testing
- 4Manual validation of exploitable behaviour
- 5Reporting with guardrail recommendations
Deliverables
- Executive summary for leadership
- Technical findings report with evidence
- Severity classification and CVSS scoring
- Prioritised remediation guidance
- Remediation debrief call
Typical scope inputs
- Model endpoints and applications
- Tool and data-source inventory
- Test keys with usage limits
Optional add-ons
- Free retest of remediated findings
- Executive briefing for leadership or the board
- Client-safe attestation letter for customers
- Developer or engineering remediation workshop