近似計算

Defensive Approximation: Securing CNNs using Approximate Computing

Authors: Amira Guesmi, Ihsen Alouani, Khaled Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael Abu-Ghazaleh | Published: 2020-06-13 | Updated: 2021-07-29
敵対的サンプル
敵対的攻撃検出
近似計算

Resilient Non-Submodular Maximization over Matroid Constraints

Authors: Vasileios Tzoumas, Ali Jadbabaie, George J. Pappas | Published: 2018-04-02 | Updated: 2018-12-06
収束解析
最適化問題
近似計算

Hardening Quantum Machine Learning Against Adversaries

Authors: Nathan Wiebe, Ram Shankar Siva Kumar | Published: 2017-11-17
モデル抽出攻撃の検知
近似計算
量子機械学習

CryptoDL: Deep Neural Networks over Encrypted Data

Authors: Ehsan Hesamifard, Hassan Takabi, Mehdi Ghasemi | Published: 2017-11-14
差分プライバシー
暗号化技術
近似計算