文献データベース

Adversarial Eigen Attack on Black-Box Models

Authors: Linjun Zhou, Peng Cui, Yinan Jiang, Shiqiang Yang | Published: 2020-08-27
敵対的攻撃
最適化戦略
深層学習技術

Adversarially Training for Audio Classifiers

Authors: Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal | Published: 2020-08-26 | Updated: 2020-10-25
敵対的サンプル
敵対的学習
音声信号処理

Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning

Authors: Yinghua Zhang, Yangqiu Song, Jian Liang, Kun Bai, Qiang Yang | Published: 2020-08-25
ポイズニング
敵対的学習
深層学習

Precision Health Data: Requirements, Challenges and Existing Techniques for Data Security and Privacy

Authors: Chandra Thapa, Seyit Camtepe | Published: 2020-08-24
スマートヘルスケア
プライバシー保護手法
暗号化技術

Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack

Authors: Hadi Mansourifar, Weidong Shi | Published: 2020-08-23
モデルインバージョン
敵対的攻撃手法
顔認識

Multiple Classification with Split Learning

Authors: Jongwon Kim, Sungho Shin, Yeonguk Yu, Junseok Lee, Kyoobin Lee | Published: 2020-08-22 | Updated: 2020-09-11
再構成攻撃
深層学習
深層学習手法

On the Intrinsic Differential Privacy of Bagging

Authors: Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong | Published: 2020-08-22
データ生成
情報理論的評価
機械学習アルゴリズム

Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses

Authors: Shiliang Zuo | Published: 2020-08-21 | Updated: 2024-03-14
ゲーム理論
攻撃手法
敵対的学習

Defending Distributed Classifiers Against Data Poisoning Attacks

Authors: Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie | Published: 2020-08-21
ポイズニング
攻撃手法
敵対的学習

Defending Regression Learners Against Poisoning Attacks

Authors: Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie, Justin Kopacz | Published: 2020-08-21
バックドア攻撃
ポイズニング
毒性攻撃に特化した内容