AIセキュリティポータルbot

Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality

Authors: Pulkit Sharma, Farah E Shamout, David A Clifton | Published: 2019-12-01
Privacy Protection
Distributed Learning
Performance Evaluation
2019.12.01 2025.05.28
Literature Database

Design and Interpretation of Universal Adversarial Patches in Face Detection

Authors: Xiao Yang, Fangyun Wei, Hongyang Zhang, Jun Zhu | Published: 2019-11-30 | Updated: 2020-07-17
Adversarial Spectrum Attack Detection
Optimization Problem
Deep Learning Method
2019.11.30 2025.05.28
Literature Database

Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks

Authors: Yang Song, Qiyu Kang, Wee Peng Tay | Published: 2019-11-30 | Updated: 2021-05-07
Error-Correcting Neural Network
Machine Learning
Deep Learning Technology
2019.11.30 2025.05.28
Literature Database

Federated Learning with Autotuned Communication-Efficient Secure Aggregation

Authors: Keith Bonawitz, Fariborz Salehi, Jakub Konečný, Brendan McMahan, Marco Gruteser | Published: 2019-11-30
Secure Communication Channel
Privacy Assurance
Quantum Classifier
2019.11.30 2025.05.28
Literature Database

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

Authors: Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion, Matthias Hein | Published: 2019-11-29 | Updated: 2020-07-29
Model Evaluation
Adversarial Attack Detection
Adversarial Training
2019.11.29 2025.05.28
Literature Database

Computer Systems Have 99 Problems, Let’s Not Make Machine Learning Another One

Authors: David Mohaisen, Songqing Chen | Published: 2019-11-28
Model Evaluation
Adversarial Example
Machine Learning Algorithm
2019.11.28 2025.05.28
Literature Database

Free-riders in Federated Learning: Attacks and Defenses

Authors: Jierui Lin, Min Du, Jian Liu | Published: 2019-11-28
FR Detection Mechanism
Free-Rider Attack
Anomaly Detection Method
2019.11.28 2025.05.28
Literature Database

Android Botnet Detection using Convolutional Neural Networks

Authors: Sina Hojjatinia, Sajad Hamzenejadi, Hadis Mohseni | Published: 2019-11-27
Botnet Detection
Model Performance Evaluation
Machine Learning Application
2019.11.27 2025.05.28
Literature Database

Survey of Attacks and Defenses on Edge-Deployed Neural Networks

Authors: Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy | Published: 2019-11-27
Privacy-Preserving Data Mining
Attack Type
Vulnerability Analysis
2019.11.27 2025.05.28
Literature Database

An Adaptive View of Adversarial Robustness from Test-time Smoothing Defense

Authors: Chao Tang, Yifei Fan, Anthony Yezzi | Published: 2019-11-26
Poisoning
Adversarial Example
Research Methodology
2019.11.26 2025.05.28
Literature Database
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