Showing only posts tagged face recognition. Show all posts.

On Technologies for Automatic Facial Recognition

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Interesting article on technologies that will automatically identify people: With technology like that on Mr. Leyvand’s head, Facebook could prevent users from ever forgetting a colleague’s name, give a reminder at a cocktail party that an acquaintance had kids to ask about or help find someone at …

Identity Theft from 1965 Uncovered through Face Recognition

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Interesting story : Napoleon Gonzalez, of Etna, assumed the identity of his brother in 1965, a quarter century after his sibling’s death as an infant, and used the stolen identity to obtain Social Security benefits under both identities, multiple passports and state identification cards, law enforcement officials said. [...] A …

Manipulating Weights in Face-Recognition AI Systems

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Interesting research: “ Facial Misrecognition Systems: Simple Weight Manipulations Force DNNs to Err Only on Specific Persons “: Abstract: In this paper we describe how to plant novel types of backdoors in any facial recognition model based on the popular architecture of deep Siamese neural networks, by mathematically changing a small …

Recovering Real Faces from Face-Generation ML System

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New paper: “ This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces. Abstract: Recently, generative adversarial networks (GANs) have achieved stunning realism, fooling even human observers. Indeed, the popular tongue-in-cheek website http://thispersondoesnotexist.com, taunts users with GAN generated images that seem too real to believe. On the …

Using “Master Faces” to Bypass Face-Recognition Authenticating Systems

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Fascinating research: “ Generating Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution.” Abstract: A master face is a face image that passes face-based identity-authentication for a large portion of the population. These faces can be used to impersonate, with a high probability of success, any user, without …