未ターゲット毒性攻撃

A Survey on Federated Learning Poisoning Attacks and Defenses

Authors: Junchuan Lianga, Rong Wang, Chaosheng Feng, Chin-Chen Chang | Published: 2023-06-06
バックドア攻撃
ポイズニング
未ターゲット毒性攻撃

Hijack Vertical Federated Learning Models As One Party

Authors: Pengyu Qiu, Xuhong Zhang, Shouling Ji, Changjiang Li, Yuwen Pu, Xing Yang, Ting Wang | Published: 2022-12-01 | Updated: 2024-02-16
敵対的サンプル
最適化問題
未ターゲット毒性攻撃

Performance Evaluation of Adversarial Attacks: Discrepancies and Solutions

Authors: Jing Wu, Mingyi Zhou, Ce Zhu, Yipeng Liu, Mehrtash Harandi, Li Li | Published: 2021-04-22
性能評価
敵対的サンプルの検知
未ターゲット毒性攻撃

Data Poisoning against Differentially-Private Learners: Attacks and Defenses

Authors: Yuzhe Ma, Xiaojin Zhu, Justin Hsu | Published: 2019-03-23 | Updated: 2019-07-05
バックドア攻撃用の毒データの検知
敵対的攻撃検出
未ターゲット毒性攻撃