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Network Identification

Identification of parameters composing a neural network. Also referred as model stealing attack or parameter reverse engineering.

Papers

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Showing 1–23 of 23 papers

TitleStatusHype
Expand-and-Cluster: Parameter Recovery of Neural NetworksCode1
BrainSymphony: A Transformer-Driven Fusion of fMRI Time Series and Structural Connectivity—0
Koopman operator based identification of nonlinear networks—0
Improved Background Estimation for Gas Plume Identification in Hyperspectral Images—0
Functional Brain Network Identification in Opioid Use Disorder Using Machine Learning Analysis of Resting-State fMRI BOLD Signals—0
Deep Neural Network Identification of Limnonectes Species and New Class Detection Using Image Data—0
Unique Brain Network Identification Number for Parkinson's Individuals Using Structural MRI—0
Tractable Identification of Electric Distribution Networks—0
Exploring latent networks in resting-state fMRI using voxel-to-voxel causal modeling feature selection—0
On Neural Network Identification for Low-Speed Ship Maneuvering Model—0
A scalable multi-step least squares method for network identification with unknown disturbance topology—0
A frequency domain approach for local module identification in dynamic networks—0
Unsupervised deep learning for individualized brain functional network identification—0
Data-driven distributed control: Virtual reference feedback tuning in dynamic networks—0
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification—0
Network Structure Identification from Corrupt Data Streams—0
Beyond Data Samples: Aligning Differential Networks Estimation with Scientific KnowledgeCode0
Insights into Complex Brain Functions Related to Schizophrenia Disorder through Causal Network Analysis—0
Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed—0
Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN)—0
Neural network identification of people hidden from view with a single-pixel, single-photon detector—0
Identification of conserved moieties in metabolic networks by graph theoretical analysis of atom transition networks—0
A Bayesian Approach to Sparse plus Low rank Network Identification—0
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