Data Selection Strategy

YOU SHALL NOT COMPUTE on my Data: Access Policies for Privacy-Preserving Data Marketplaces and an Implementation for a Distributed Market using MPC

Authors: Stefan More, Lukas Alber | Published: 2022-06-15
Access Control
Security Analysis
Data Selection Strategy
2022.06.15 2025.05.28
Literature Database

A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability

Authors: Idan Attias, Steve Hanneke, Yishay Mansour | Published: 2022-02-11 | Updated: 2024-05-05
Algorithm Design
Data Selection Strategy
Robustness Evaluation
2022.02.11 2025.05.28
Literature Database

Case-based reasoning for rare events prediction on strategic sites

Authors: Vincent Vidal, Marie-Caroline Corbineau, Tugdual Ceillier | Published: 2022-02-10
Data Collection
Data Selection Strategy
Risk Prediction and Mitigation
2022.02.10 2025.05.28
Literature Database

Reconstructing Training Data with Informed Adversaries

Authors: Borja Balle, Giovanni Cherubin, Jamie Hayes | Published: 2022-01-13 | Updated: 2022-04-25
Data Selection Strategy
Poisoning
Reconstruction Attack
2022.01.13 2025.05.28
Literature Database

Distribution-Invariant Differential Privacy

Authors: Xuan Bi, Xiaotong Shen | Published: 2021-11-08 | Updated: 2022-06-06
Data Selection Strategy
Privacy Risk Management
Linear Model
2021.11.08 2025.05.28
Literature Database

Correlated Differential Privacy: Feature Selection in Machine Learning

Authors: Tao Zhang, Tianqing Zhu, Ping Xiong, Huan Huo, Zahir Tari, Wanlei Zhou | Published: 2020-10-07
Data Protection Method
Data Selection Strategy
Feature Importance Analysis
2020.10.07 2025.05.28
Literature Database

Network entity characterization and attack prediction

Authors: Vaclav Bartos, Martin Zadnik, Sheikh Mahbub Habib, Emmanouil Vasilomanolakis | Published: 2019-09-17
Data Selection Strategy
Attack Detection
Machine Learning Method
2019.09.17 2025.05.28
Literature Database