Evaluation Method

Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?

Authors: Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner, Sandhya Giri, Stephan Günnemann | Published: 2020-10-28 | Updated: 2021-06-11
Adversarial Example
Challenges of Generative Models
Evaluation Method
2020.10.28 2025.05.28
Literature Database

Robust and Verifiable Information Embedding Attacks to Deep Neural Networks via Error-Correcting Codes

Authors: Jinyuan Jia, Binghui Wang, Neil Zhenqiang Gong | Published: 2020-10-26
Membership Inference
Information Embedding Attack
Evaluation Method
2020.10.26 2025.05.28
Literature Database

MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models

Authors: Yixi Xu, Sumit Mukherjee, Xiyang Liu, Shruti Tople, Rahul Dodhia, Juan Lavista Ferres | Published: 2020-09-11 | Updated: 2022-10-12
Data Generation
Membership Disclosure Risk
Evaluation Method
2020.09.11 2025.05.28
Literature Database

Federated Model Distillation with Noise-Free Differential Privacy

Authors: Lichao Sun, Lingjuan Lyu | Published: 2020-09-11 | Updated: 2021-05-21
Performance Evaluation
Machine Learning Technology
Evaluation Method
2020.09.11 2025.05.28
Literature Database

Privacy-preserving feature selection: A survey and proposing a new set of protocols

Authors: Javad Rahimipour Anaraki, Saeed Samet | Published: 2020-08-17
Privacy-Preserving Data Mining
Evaluation Method
Watermark Evaluation
2020.08.17 2025.05.28
Literature Database

A Survey of Machine Learning Methods for Detecting False Data Injection Attacks in Power Systems

Authors: Ali Sayghe, Yaodan Hu, Ioannis Zografopoulos, XiaoRui Liu, Raj Gautam Dutta, Yier Jin, Charalambos Konstantinou | Published: 2020-08-16
Adversarial Example
Machine Learning Technology
Evaluation Method
2020.08.16 2025.05.28
Literature Database

Network Intrusion Detection Using Wrapper-based Decision Tree for Feature Selection

Authors: Mubarak Albarka Umar, Chen Zhanfang, Yan Liu | Published: 2020-08-11
Machine Learning Technology
Decision Tree
Evaluation Method
2020.08.11 2025.05.28
Literature Database

How to compare adversarial robustness of classifiers from a global perspective

Authors: Niklas Risse, Christina Göpfert, Jan Philip Göpfert | Published: 2020-04-22 | Updated: 2020-10-15
Poisoning
Robustness Analysis
Evaluation Method
2020.04.22 2025.05.28
Literature Database

Secure Evaluation of Quantized Neural Networks

Authors: Anders Dalskov, Daniel Escudero, Marcel Keller | Published: 2019-10-28 | Updated: 2021-03-01
Protocol Procedure
Model Architecture
Evaluation Method
2019.10.28 2025.05.28
Literature Database

Substra: a framework for privacy-preserving, traceable and collaborative Machine Learning

Authors: Mathieu N Galtier, Camille Marini | Published: 2019-10-25
Privacy Management
Cooperative System
Evaluation Method
2019.10.25 2025.05.28
Literature Database
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