FaceID

On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System
Two versions of a real-world adversarial attack (nose patch and adversarial glasses) for a top FaceID system - Arcface.
Mikhail Pautov, Grigorii Melnikov, Edgar Kaziakhmedov, Klim Kireev, Aleksandr Petiushko Александр Петюшко
PDF Cite Source Document DOI arXiv
On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System
Adversarial Machine Learning
Light introduction for students about the research problem of Adversarial ML.
Oct 12, 2019 12:00 AM Lomonosov MSU, Science Festival
Aleksandr Petiushko Александр Петюшко
Slides Video (In Russian) In Russian
Adversarial Machine Learning
Hackathon Metric Learning for facial descriptors
Hackathon with the main goal to improve the FaceID by utilizing the metric learning methods.
Aleksandr Petiushko Александр Петюшко, Stepan Komkov
Code Slides Video
Hackathon Metric Learning for facial descriptors
Metric Learning for facial descriptors
Problem of metric learning applied to face recognition.
Jul 4, 2019 12:00 AM Summer School on AI
Aleksandr Petiushko Александр Петюшко, Stepan Komkov
Project Slides Video
Metric Learning for facial descriptors