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01/10/2023
AdvBiom: Adversarial Attacks on Biometric Matchers
With the advent of deep learning models, face recognition systems have a...
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08/22/2021
Robustness-via-Synthesis: Robust Training with Generative Adversarial Perturbations
Upon the discovery of adversarial attacks, robust models have become obl...
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05/14/2021
Biometrics: Trust, but Verify
Over the past two decades, biometric recognition has exploded into a ple...
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04/05/2021
Unified Detection of Digital and Physical Face Attacks
State-of-the-art defense mechanisms against face attacks achieve near pe...
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11/28/2020
FaceGuard: A Self-Supervised Defense Against Adversarial Face Images
Prevailing defense mechanisms against adversarial face images tend to ov...
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10/07/2020
Infant-ID: Fingerprints for Global Good
In many of the least developed and developing countries, a multitude of ...
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06/04/2020
Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach
State-of-the-art spoof detection methods tend to overfit to the spoof ty...
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03/17/2020
Child Face Age-Progression via Deep Feature Aging
Given a gallery of face images of missing children, state-of-the-art fac...
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11/18/2019
Aging Deep Face Features: Finding Missing Children
Given a gallery of face images of missing children, state-of-the-art fac...
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11/18/2019
Finding Missing Children: Aging Deep Face Features
Given a gallery of face images of missing children, state-of-the-art fac...
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09/17/2019
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review
Deep neural networks (DNN) have achieved unprecedented success in numero...
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08/14/2019
AdvFaces: Adversarial Face Synthesis
Face recognition systems have been shown to be vulnerable to adversarial...
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04/01/2019
Infant-Prints: Fingerprints for Reducing Infant Mortality
In developing countries around the world, a multitude of infants continu...
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01/16/2019
Actions Speak Louder Than (Pass)words: Passive Authentication of Smartphone Users via Deep Temporal Features
Prevailing user authentication schemes on smartphones rely on explicit u...
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11/25/2018
WarpGAN: Automatic Caricature Generation
We propose, WarpGAN, a fully automatic network that can generate caricat...
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05/02/2018
Altered Fingerprints: Detection and Localization
Fingerprint alteration, also referred to as obfuscation presentation att...
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04/24/2018
Face Recognition: Primates in the Wild
We present a new method of primate face recognition, and evaluate this m...
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04/22/2018
Matching Fingerphotos to Slap Fingerprint Images
We address the problem of comparing fingerphotos, fingerprint images fro...
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11/10/2017