Deep Learning Method

Local Competition and Stochasticity for Adversarial Robustness in Deep Learning

Authors: Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis | Published: 2021-01-04 | Updated: 2021-03-29
Poisoning
Model Performance Evaluation
Deep Learning Method
2021.01.04 2025.05.28
Literature Database

CorrAttack: Black-box Adversarial Attack with Structured Search

Authors: Zhichao Huang, Yaowei Huang, Tong Zhang | Published: 2020-10-03
Robustness Evaluation
Deep Learning Method
Feature Selection Method
2020.10.03 2025.05.28
Literature Database

Query complexity of adversarial attacks

Authors: Grzegorz Głuch, Rüdiger Urbanke | Published: 2020-10-02 | Updated: 2021-02-10
Robustness Evaluation
Deep Learning Method
Computational Complexity
2020.10.02 2025.05.28
Literature Database

Deep learning for time series classification

Authors: Hassan Ismail Fawaz | Published: 2020-10-01
Model Architecture
Adversarial Example
Deep Learning Method
2020.10.01 2025.05.28
Literature Database

Multiple Classification with Split Learning

Authors: Jongwon Kim, Sungho Shin, Yeonguk Yu, Junseok Lee, Kyoobin Lee | Published: 2020-08-22 | Updated: 2020-09-11
Reconstruction Attack
Deep Learning
Deep Learning Method
2020.08.22 2025.05.28
Literature Database

GraphReach: Position-Aware Graph Neural Network using Reachability Estimations

Authors: Sunil Nishad, Shubhangi Agarwal, Arnab Bhattacharya, Sayan Ranu | Published: 2020-08-19 | Updated: 2021-08-20
Graph Transformation
Deep Learning
Deep Learning Method
2020.08.19 2025.05.28
Literature Database

Investigating maximum likelihood based training of infinite mixtures for uncertainty quantification

Authors: Sina Däubener, Asja Fischer | Published: 2020-08-07 | Updated: 2020-08-17
Uncertainty Assessment
Adversarial Attack Methods
Deep Learning Method
2020.08.07 2025.05.28
Literature Database

Network Moments: Extensions and Sparse-Smooth Attacks

Authors: Modar Alfadly, Adel Bibi, Emilio Botero, Salman Alsubaihi, Bernard Ghanem | Published: 2020-06-21
Adversarial attack
Deep Learning Method
Statistical Methods
2020.06.21 2025.05.28
Literature Database

Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers

Authors: I. Fursov, A. Zaytsev, N. Kluchnikov, A. Kravchenko, E. Burnaev | Published: 2020-06-19
Adversarial Example
Adversarial Learning
Deep Learning Method
2020.06.19 2025.05.28
Literature Database

Local Competition and Uncertainty for Adversarial Robustness in Deep Learning

Authors: Antonios Alexos, Konstantinos P. Panousis, Sotirios Chatzis | Published: 2020-06-18
Performance Evaluation
Adversarial Learning
Deep Learning Method
2020.06.18 2025.05.28
Literature Database
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