Category: face recognition

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Manipulating Weights in Face-Recognition AI Systems

Posted on By infossl
academic papers, backdoors, face recognition, Security technology, Uncategorized

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 fraction of its weights (i.e., without … Read More “Manipulating Weights in Face-Recognition AI Systems” »

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

Posted on By infossl
academic papers, authentication, face recognition, Security technology, Uncategorized

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 having access to any user-information. We … Read More “Using “Master Faces” to Bypass Face-Recognition Authenticating Systems” »