効果的な摂動手法

On the Robustness of Deep K-Nearest Neighbors

Authors: Chawin Sitawarin, David Wagner | Published: 2019-03-20
モデルの頑健性保証
効果的な摂動手法
敵対的攻撃検出

FineFool: Fine Object Contour Attack via Attention

Authors: Jinyin Chen, Haibin Zheng, Hui Xiong, Mengmeng Su | Published: 2018-12-01
モデルの頑健性保証
効果的な摂動手法
重み更新手法

Adversarial Perturbations Against Real-Time Video Classification Systems

Authors: Shasha Li, Ajaya Neupane, Sujoy Paul, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy Chowdhury, Ananthram Swami | Published: 2018-07-02
Dual-Purpose Universal Perturbations
効果的な摂動手法
敵対的サンプル