AIセキュリティポータルbot

Practical Fast Gradient Sign Attack against Mammographic Image Classifier

Authors: Ibrahim Yilmaz | Published: 2020-01-27
敵対的学習
敵対的攻撃検出
機械学習手法

Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN

Authors: Jean-Christophe Burnel, Kilian Fatras, Nicolas Courty | Published: 2020-01-27
データ生成手法
敵対的サンプル
生成的敵対ネットワーク

Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks

Authors: Rehana Mahfuz, Rajeev Sahay, Aly El Gamal | Published: 2020-01-26
敵対的学習
敵対的攻撃検出
防御手法の効果分析

Secondary Use of Electronic Health Record: Opportunities and Challenges

Authors: Shahid Munir Shah, Rizwan Ahmed Khan | Published: 2020-01-26
プライバシー保護技術
研究方法論
臨床研究

Privacy for All: Demystify Vulnerability Disparity of Differential Privacy against Membership Inference Attack

Authors: Bo Zhang, Ruotong Yu, Haipei Sun, Yanying Li, Jun Xu, Hui Wang | Published: 2020-01-24
プライバシー保証
プライバシー保護技術
統計的手法

On the human evaluation of audio adversarial examples

Authors: Jon Vadillo, Roberto Santana | Published: 2020-01-23 | Updated: 2021-02-12
敵対的サンプル
敵対的攻撃検出
音声アシスタントの誤作動

Adversarial Attack on Community Detection by Hiding Individuals

Authors: Jia Li, Honglei Zhang, Zhichao Han, Yu Rong, Hong Cheng, Junzhou Huang | Published: 2020-01-22
コミュニティ検出
ポイズニング
敵対的攻撃検出

Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning

Authors: Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau | Published: 2020-01-21 | Updated: 2020-02-16
敵対的攻撃検出
深層強化学習

HRFA: High-Resolution Feature-based Attack

Authors: Zhixing Ye, Sizhe Chen, Peidong Zhang, Chengjin Sun, Xiaolin Huang | Published: 2020-01-21 | Updated: 2020-10-22
敵対的サンプル
敵対的攻撃検出
生成的敵対ネットワーク

Secure and Robust Machine Learning for Healthcare: A Survey

Authors: Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala Al-Fuqaha | Published: 2020-01-21
医療画像分析
敵対的サンプル
機械学習手法