再構成アルゴリズム

SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark

Authors: Rui Wen, Yiyong Liu, Michael Backes, Yang Zhang | Published: 2025-06-09
Model DoS
再構成アルゴリズム
評価メトリクス

From Counterfactuals to Trees: Competitive Analysis of Model Extraction Attacks

Authors: Awa Khouna, Julien Ferry, Thibaut Vidal | Published: 2025-02-07 | Updated: 2025-07-08
Model Extraction Attack
Detection of Model Extraction Attacks
再構成アルゴリズム

Training Set Reconstruction from Differentially Private Forests: How Effective is DP?

Authors: Alice Gorgé, Julien Ferry, Sébastien Gambs, Thibaut Vidal | Published: 2025-02-07 | Updated: 2025-07-08
Privacy Risk Management
再構成アルゴリズム
Differential Privacy