Publications associées à Adversarial machine learning

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

Square Attack: a query-efficient black-box adversarial attack via random search

Nicolas Henri Bernard Flammarion, Maksym Andriushchenko, Francesco Croce

We propose the Square Attack, a new score-based black-box

l_2

and

l_\infty

adversarial attack that does not rely on local gradient information and thus is not affected by gradient masking. The Square Attack is based on a randomized search scheme where ...

2020

Adversarial machine learning

Graph Chatbot

Chattez avec Graph Search

Quantification of the suitable rooftop area for solar panel installation from overhead imagery using Convolutional Neural Networks

Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation

Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation

Real-Time Self-Collision Avoidance in Joint Space for Humanoid Robots

Rapid Noninvasive Skin Monitoring by Surface Mass Recording and Data Learning

Learning Saliency From Single Noisy Labelling: A Robust Model Fitting Perspective

DeepImageJ: A user-friendly environment to run deep learning models in ImageJ

Large-Scale Crowdsourcing Subjective Quality Evaluation of Learning-Based Image Coding

Optimizing Latent Space Directions For GAN-based Local Image Editing

Square Attack: a query-efficient black-box adversarial attack via random search

Quantification of the suitable rooftop area for solar panel installation from overhead imagery using Convolutional Neural Networks

Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation

Learning Saliency From Single Noisy Labelling: A Robust Model Fitting Perspective

DeepImageJ: A user-friendly environment to run deep learning models in ImageJ

Real-Time Self-Collision Avoidance in Joint Space for Humanoid Robots

Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation

Rapid Noninvasive Skin Monitoring by Surface Mass Recording and Data Learning

Large-Scale Crowdsourcing Subjective Quality Evaluation of Learning-Based Image Coding

Optimizing Latent Space Directions For GAN-based Local Image Editing

Square Attack: a query-efficient black-box adversarial attack via random search