データ選択戦略

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
アクセス制御
セキュリティ分析
データ選択戦略

A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability

Authors: Idan Attias, Steve Hanneke, Yishay Mansour | Published: 2022-02-11 | Updated: 2024-05-05
アルゴリズム設計
データ選択戦略
ロバスト性評価

Case-based reasoning for rare events prediction on strategic sites

Authors: Vincent Vidal, Marie-Caroline Corbineau, Tugdual Ceillier | Published: 2022-02-10
データ収集
データ選択戦略
危険予測と緩和

Reconstructing Training Data with Informed Adversaries

Authors: Borja Balle, Giovanni Cherubin, Jamie Hayes | Published: 2022-01-13 | Updated: 2022-04-25
データ選択戦略
ポイズニング
再構成攻撃

Distribution-Invariant Differential Privacy

Authors: Xuan Bi, Xiaotong Shen | Published: 2021-11-08 | Updated: 2022-06-06
データ選択戦略
プライバシーリスク管理
線形モデル

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
データ保護手法
データ選択戦略
特徴重要度分析

Network entity characterization and attack prediction

Authors: Vaclav Bartos, Martin Zadnik, Sheikh Mahbub Habib, Emmanouil Vasilomanolakis | Published: 2019-09-17
データ選択戦略
攻撃検出
機械学習手法