Výsledky vyhledávání - "noise against"

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Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks

Autor: Liu, Tian Yu, Yang, Yu, Mirzasoleiman, Baharan

A powerful category of (invisible) data poisoning attacks modify a subset of training examples by small adversarial perturbations to change the prediction of certain test-time data. Existing defense mechanisms are not desirable to deploy in practice,

Externí odkaz: http://arxiv.org/abs/2208.10224

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Akademický článek

Noise-Against Skeleton Extraction Framework and Application on Hand Gesture Recognition

Autor: Jun Ma, Xunhuan Ren, Hao Li, Wenzu Li, Viktar Yurevich Tsviatkou, Anatoliy Antonovich Boriskevich

Publikováno v: IEEE Access, Vol 11, Pp 9547-9559 (2023)

Extracting stable skeletons from noisy images is a challenging problem since the skeletonization method is prone to be affected by inner and border noise. Although many methods have been proposed in the past for increasing the antinoise ability of sk

Externí odkaz: https://doaj.org/article/8212332356184239a931dffb53bbbdb5

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Continuous-variable quantum key distribution: security analysis with trusted hardware noise against general attacks

Autor: Goncharov, Roman, Kiselev, Alexei D., Samsonov, Eduard, Egorov, Vladimir

In this paper, using the full security framework for continuous variable quantum key distribution (CV-QKD), we provide a composable security proof for the CV-QKD system in a realistic implementation. We take into account equipment losses and contribu

Externí odkaz: http://arxiv.org/abs/2205.05299

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