Performance Evaluation

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

AdvMind: Inferring Adversary Intent of Black-Box Attacks

Authors: Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang | Published: 2020-06-16
Performance Evaluation
Attack Method
Adversarial Learning
2020.06.16 2025.05.28
Literature Database

On sparse connectivity, adversarial robustness, and a novel model of the artificial neuron

Authors: Sergey Bochkanov | Published: 2020-06-16
Algorithm Design
Performance Evaluation
Deep Learning Method
2020.06.16 2025.05.28
Literature Database

SPLASH: Learnable Activation Functions for Improving Accuracy and Adversarial Robustness

Authors: Mohammadamin Tavakoli, Forest Agostinelli, Pierre Baldi | Published: 2020-06-16
Performance Evaluation
Adversarial Example
Deep Learning Method
2020.06.16 2025.05.28
Literature Database

Deep-CAPTCHA: a deep learning based CAPTCHA solver for vulnerability assessment

Authors: Zahra Noury, Mahdi Rezaei | Published: 2020-06-15 | Updated: 2020-06-24
Performance Evaluation
Deep Learning Method
Vulnerability detection
2020.06.15 2025.05.28
Literature Database

GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators

Authors: Dingfan Chen, Tribhuvanesh Orekondy, Mario Fritz | Published: 2020-06-15 | Updated: 2021-03-15
Algorithm Design
Performance Evaluation
Privacy Protection in Machine Learning
2020.06.15 2025.05.28
Literature Database

Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention

Authors: Ce Ju, Ruihui Zhao, Jichao Sun, Xiguang Wei, Bo Zhao, Yang Liu, Hongshan Li, Tianjian Chen, Xinwei Zhang, Dashan Gao, Ben Tan, Han Yu, Chuning He, Yuan Jin | Published: 2020-06-15 | Updated: 2020-12-15
Privacy Design Principles
Performance Evaluation
Privacy Protection in Machine Learning
2020.06.15 2025.05.28
Literature Database

FMix: Enhancing Mixed Sample Data Augmentation

Authors: Ethan Harris, Antonia Marcu, Matthew Painter, Mahesan Niranjan, Adam Prügel-Bennett, Jonathon Hare | Published: 2020-02-27 | Updated: 2021-02-28
Training Method
Robustness Evaluation
Performance Evaluation
2020.02.27 2025.05.28
Literature Database

Revisiting Ensembles in an Adversarial Context: Improving Natural Accuracy

Authors: Aditya Saligrama, Guillaume Leclerc | Published: 2020-02-26
Robustness Evaluation
Performance Evaluation
Adversarial Training
2020.02.26 2025.05.28
Literature Database

IoT Device Identification Using Deep Learning

Authors: Jaidip Kotak, Yuval Elovici | Published: 2020-02-25
Data Management System
Performance Evaluation
Machine Learning Method
2020.02.25 2025.05.28
Literature Database
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