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Algorithms That Explain Themselves: The Case for Explainable Biometric AI

Written by
James Ferryman
Posted on
10th June 20269th June 2026

Imagine a border officer is presented with a screen showing that the face recognition system has flagged a passport photograph as a possible morphing attack. The system’s confidence score reads 0.73. The threshold is 0.5. The algorithm says: reject. …

Algorithms That Explain Themselves: The Case for Explainable Biometric AI

Setting the Standard: How International Biometric Standards Shape Border Security

Written by
James Ferryman
Posted on
3rd June 20269th June 2026

Behind every passport chip, every eGate, and every border biometric system lies an invisible architecture of international standards. Without them, a German eGate could not read a Japanese passport, a British border system could not verify a Kenyan b…

Setting the Standard: How International Biometric Standards Shape Border Security

The Morphing Attack: How Two Faces Become One — and What We Can Do About It

Written by
James Ferryman
Posted on
20th May 202613th May 2026

Every passport embodies a fundamental security principle: one person, one document. The International Civil Aviation Organisation (ICAO) calls this the unique link — the machine-verifiable biometric feature that binds a travel document to its legitim…

The Morphing Attack: How Two Faces Become One — and What We Can Do About It

Spotting the Impostor: The Science of Presentation Attack Detection

Written by
James Ferryman
Posted on
6th May 2026

Biometric systems — face recognition at a border gate, fingerprint verification at a bank, iris scanning at an eGate — are increasingly embedded in everyday life. And wherever a biometric system stands guard, someone will try to fool it. Presentation…

Spotting the Impostor: The Science of Presentation Attack Detection

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