Klim Kireev | DeepAI

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Nurislam Tursynbek
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Igor Udovichenko
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∙ 06/06/2023

Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings

Research on adversarial robustness is primarily focused on image and tex...

0 Klim Kireev, et al. ∙

∙ 08/27/2022

Adversarial Robustness for Tabular Data through Cost and Utility Awareness

Many machine learning problems use data in the tabular domains. Adversar...

0 Klim Kireev, et al. ∙

∙ 06/27/2021

Darker than Black-Box: Face Reconstruction from Similarity Queries

Several methods for inversion of face recognition models were recently p...

9 Anton Razzhigaev, et al. ∙

∙ 03/03/2021

On the effectiveness of adversarial training against common corruptions

The literature on robustness towards common corruptions shows no consens...

0 Klim Kireev, et al. ∙

∙ 07/27/2020

Black-Box Face Recovery from Identity Features

In this work, we present a novel algorithm based on an it-erative sampli...

0 Anton Razzhigaev, et al. ∙

∙ 10/15/2019

On adversarial patches: real-world attack on ArcFace-100 face recognition system

Recent works showed the vulnerability of image classifiers to adversaria...

0 Mikhail Pautov, et al. ∙

∙ 10/14/2019

Real-world attack on MTCNN face detection system

Recent studies proved that deep learning approaches achieve remarkable r...

16 Edgar Kaziakhmedov, et al. ∙

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