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Robustness Threats of Differential Privacy
Surprising empirical observation showing how Differential Privacy hurts Adversarial Robustness.
Nurislam Tursynbek, Aleksandr Petiushko Александр Петюшко, Ivan Oseledets
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Robustness Threats of Differential Privacy
Black-Box Face Recovery from Identity Features
Reconstruction of face using only similarity and norm of the embedding of a blac-box FaceID system.
Anton Razzhigaev, Klim Kireev, Edgar Kaziakhmedov, Nurislam Tursynbek, Aleksandr Petiushko Александр Петюшко
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Black-Box Face Recovery from Identity Features
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
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On Adversarial Patches: Real-World Attack on ArcFace-100 Face Recognition System
Real-world Attack on MTCNN Face Detection System
Two versions of a real-world adversarial attack (cheek’s patches and medicine mask) for a very efficient MTCNN face detector.
Edgar Kaziakhmedov, Klim Kireev, Grigorii Melnikov, Mikhail Pautov, Aleksandr Petiushko Александр Петюшко
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Real-world Attack on MTCNN Face Detection System
On Ring Bigram Languages
Aleksandr Petiushko Александр Петюшко
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On Ring Bigram Languages
On Asymptotic Estimations for Bigram Languages
Aleksandr Petiushko Александр Петюшко
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On Asymptotic Estimations for Bigram Languages
On Cardinality of Frequency Bigram Language
Aleksandr Petiushko Александр Петюшко
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On Cardinality of Frequency Bigram Language
On Frequency Bigram Languages
Aleksandr Petiushko Александр Петюшко
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On Frequency Bigram Languages
On Application of Markov Random Fileds for Noise Removal
Aleksandr Petiushko Александр Петюшко
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On Application of Markov Random Fileds for Noise Removal
On Markov Random Fields
Aleksandr Petiushko Александр Петюшко
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On Markov Random Fields