Introduction to:

Our primary testing services...

  • Accuracy: Delivering precise and reliable results. 
  • Transparency: Our processes are open and clear, with detailed reporting and unbiased evaluations.
  • Privacy: Protecting personal information is paramount. BixeLab follows strict data protection standards.
  • Innovation: We improve testing methods to enhance efficiency and accuracy.

 

Our commitments:

Features of our lab...

Running a lab ...

Other Services

  • Software:
    • Performance Analysis and Assurance Tool (Performix)
    • Quality Analysis Tools (OpenBQ)
  • Training
    • Manual Identity Resolution (BxAssure)
    • Training Courses
    • AI Assurance
  • Decentalized ID (VC's, Passkeys etc)
    • Assurance and Advice
  • General AI (LLM etc)
    • Testing and Assurance
  • NGO work in Pacific and UNHCR
    • Building stroing foundational identity system

Managing Manual Identity Resolution

 

  • Selecting personnel with the right qualities and innate ability, suitable to undertake operator training.
    • How to eliminate very poor performers?
    • How to design team given available performance (especially at small scale)?
  • Ensuring personnel have the right skills, knowledge and tooling to perform
    • How to ensure good coverage of potential document fraud issues in remote examination?
    • How to train on the mechanics of face discrimination? How to ensure insight is embedded about the kinds of exploits bad actors may attempt?
  • Reaching fair outcomes free from biases such as confirmation and cognitive bias.
    • How to train to minimize inherent biases in operators? How to test that these are eliminated?
    • Compliance with necessary standards and protocols
  • Get the right people on the team.
  • Give human resolvers tools to support machine resolution for better onboarding outcomes.
     

Emerging Issues

AI & Identity

  • Deepfakes
    → threat to trust
  • New Mobile Capabilities
    → e.g. contactless fingerprint
  • Agents
    → new fraud vectors
  • Wallets and Passkeys​
    • → new security threats
  • AI
    → new testing requirements
  • Data interchange
  • Open Source Systems

AI Governance

Australia’s AI Ethics Principles
- Reliability & Saftey

AI Governance

Considerations

Some Strategic Discussion Points

  • What will emerging threat vectors look like
    • Deep fakes
  • How to ensure high performance
    • Systems
    • People
  • Impact of Passports in Wallets and On-Device Biometrics
  • Age Assurance 
  • Watchlists
  • Ongoing Training
  • Bonafide:
    • Flow 1 is more strict, more sensitive, and fails more often.
    • Flow 2 is simpler, more forgiving, and passes more often.
  • Attacks:
    • Both flows correctly reject all presentation attacks (1420 total).
    • Flow 1 creates all non-response issues.
  • In bad lighting and with glasses glare, Flow struggles the most.
  • Safari performs best across both flows.
  • Chrome and Android show the highest failure rates in Flow 2.

Example Testing Outcomes