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The deeply unnerving URME Personal Surveillance Identity Prosthetic is a 3D scan of the artist Leo Selvaggio's face, right down to his hair and skin texture. If you really want to take it to the extreme you can skip the ski mask and go straight to a 3D-printed model of someone else's face. This includes wearing glasses, scarves, hats or fake beards, Researchers have found that by using a deep learning framework trained on 14 key facial points, they were able to accurately identify partially-occluded faces most of the time. Occlusion and confusionįor example, a balaclava which leaves the most important facial features exposed – the eyes, the mouth, the nose – may not actually do much to prevent a person from being identified. However, many FR systems actually in use today are not all that sophisticated, and researchers and privacy advocates are finding ways to beat the technology. Busch and his colleague Raghavendra Ramachandra have studied FR systems extensively, including surveying known ways to fool the technology.įaced with sufficiently sophisticated systems, the reality is that there are no truly guaranteed methods of avoiding identification. "The progress achieved in FR after the integration of deep learning is exponential," says Christoph Busch of the Norwegian University of Science and Technology. The introduction of increasingly powerful AI techniques has also provided a huge boost to the field. In the real world, FR is also often combined with other biometrics such as fingerprints or gait analysis.
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Most research on FR systems is conducted under lab conditions, in which researchers know exactly what kind of FR system they’re working with and often also have access to the underlying code and even the training data, giving them a huge head-start in fooling the system which they would be unlikely to have ‘in the wild’. “You really need to know what’s under the hood to know what is most likely to work, and it can be very hard for the average person to know what kind of FR is being used on them at any particular time.” “Depending on the kind of technology that's being used, you can attempt to deflect FR in many different ways," says pen tester and privacy advocate Lilly Ryan. The answer will almost certainly have to include some form of regulation to control how such a powerful technology is used.īut until the sticky wheels of regulation grind into gear, what are the options for people who want to walk around in public without being constantly identified? The role FR will play in societies will be decided after a broad and complex debate that's likely to take many years.
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