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

A Study of EV BMS Cyber Security Based on Neural Network SOC Prediction

Authors: Syed Rahman, Haneen Aburub, Yemeserach Mekonnen, Arif I. Sarwat | Published: 2018-06-07
サイバーセキュリティ
気候情報
透かし評価

MEBN-RM: A Mapping between Multi-Entity Bayesian Network and Relational Model

Authors: Cheol Young Park, Kathryn Blackmond Laskey | Published: 2018-06-06 | Updated: 2018-06-08
リレーショナルデータベース
透かし評価
関数マッピング

Killing four birds with one Gaussian process: the relation between different test-time attacks

Authors: Kathrin Grosse, Michael T. Smith, Michael Backes | Published: 2018-06-06 | Updated: 2020-11-29
プロンプトリーキング
メンバーシップ推論
透かし評価

Set-based Obfuscation for Strong PUFs against Machine Learning Attacks

Authors: Jiliang Zhang, Chaoqun Shen | Published: 2018-06-06 | Updated: 2019-11-13
サイバーセキュリティ
ユーザー認証システム
透かし評価

An Explainable Adversarial Robustness Metric for Deep Learning Neural Networks

Authors: Chirag Agarwal, Bo Dong, Dan Schonfeld, Anthony Hoogs | Published: 2018-06-05 | Updated: 2018-06-06
敵対的サンプルの検知
敵対的移転性
透かし評価

ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

Authors: Ahmed Salem, Yang Zhang, Mathias Humbert, Pascal Berrang, Mario Fritz, Michael Backes | Published: 2018-06-04 | Updated: 2018-12-14
メンバーシップ推論
モデル抽出攻撃
透かし評価