敵対的サンプル

Btech thesis report on adversarial attack detection and purification of adverserially attacked images

Authors: Dvij Kalaria | Published: 2022-05-09
攻撃検出
敵対的サンプル
適応型敵対的訓練

Overparameterized Linear Regression under Adversarial Attacks

Authors: Antônio H. Ribeiro, Thomas B. Schön | Published: 2022-04-13 | Updated: 2023-01-27
敵対的サンプル
機械学習の応用
線形モデル

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models

Authors: Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang | Published: 2022-03-29
モデルDoS
敵対的サンプル
敵対的学習

An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks

Authors: Anirudh Yadav, Ashutosh Upadhyay, S. Sharanya | Published: 2022-03-11
トレーニングデータ生成
敵対的サンプル
防御手法

Adversarial Patterns: Building Robust Android Malware Classifiers

Authors: Dipkamal Bhusal, Nidhi Rastogi | Published: 2022-03-04 | Updated: 2024-04-12
マルウェア分類
敵対的サンプル
防御手法

Why adversarial training can hurt robust accuracy

Authors: Jacob Clarysse, Julia Hörrmann, Fanny Yang | Published: 2022-03-03
データセット生成
ロバスト性
敵対的サンプル

Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives

Authors: Arawinkumaar Selvakkumar, Shantanu Pal, Zahra Jadidi | Published: 2021-12-16
敵対的サンプル
敵対的訓練
機械学習の応用

Adversarial Machine Learning In Network Intrusion Detection Domain: A Systematic Review

Authors: Huda Ali Alatwi, Charles Morisset | Published: 2021-12-06
ポイズニング
敵対的サンプル
敵対的攻撃検出

Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes

Authors: Utku Ozbulak, Maura Pintor, Arnout Van Messem, Wesley De Neve | Published: 2021-11-22
ポイズニング
敵対的サンプル
敵対的攻撃

A Review of Adversarial Attack and Defense for Classification Methods

Authors: Yao Li, Minhao Cheng, Cho-Jui Hsieh, Thomas C. M. Lee | Published: 2021-11-18
敵対的サンプル
敵対的攻撃
防御メカニズム