透かし評価

A Note On Interpreting Canary Exposure

Authors: Matthew Jagielski | Published: 2023-05-31 | Updated: 2023-06-02
プライバシー保護手法
メンバーシップ推論
透かし評価

Differential Privacy with Random Projections and Sign Random Projections

Authors: Ping Li, Xiaoyun Li | Published: 2023-05-22 | Updated: 2023-06-13
データプライバシー評価
プライバシー保護技術
透かし評価

Perfectly Secure Steganography Using Minimum Entropy Coupling

Authors: Christian Schroeder de Witt, Samuel Sokota, J. Zico Kolter, Jakob Foerster, Martin Strohmeier | Published: 2022-10-24 | Updated: 2023-10-30
プライバシー手法
透かし評価
通信モデル

Auditing Differential Privacy in High Dimensions with the Kernel Quantum Rényi Divergence

Authors: Carles Domingo-Enrich, Youssef Mroueh | Published: 2022-05-27
プライバシー評価
フレームワーク
透かし評価

Differentially Private AUC Computation in Vertical Federated Learning

Authors: Jiankai Sun, Xin Yang, Yuanshun Yao, Junyuan Xie, Di Wu, Chong Wang | Published: 2022-05-24
クライアントサイドコンポーネント
データ収集
透かし評価

Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency

Authors: Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani | Published: 2021-03-09
モデル性能評価
深層学習手法
透かし評価

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

Authors: Javad Rahimipour Anaraki, Saeed Samet | Published: 2020-08-17
プライバシー保護データマイニング
評価手法
透かし評価

ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense

Authors: Ying Meng, Jianhai Su, Jason O'Kane, Pooyan Jamshidi | Published: 2020-01-02 | Updated: 2020-10-16
敵対的学習
透かし評価
防御手法の効果分析

secml: A Python Library for Secure and Explainable Machine Learning

Authors: Maura Pintor, Luca Demetrio, Angelo Sotgiu, Marco Melis, Ambra Demontis, Battista Biggio | Published: 2019-12-20 | Updated: 2022-05-13
ポイズニング
敵対的学習
透かし評価

Random CapsNet Forest Model for Imbalanced Malware Type Classification Task

Authors: Aykut Çayır, Uğur Ünal, Hasan Dağ | Published: 2019-12-20 | Updated: 2020-08-23
敵対的学習
深層学習
透かし評価