文献データベース

ECG Identification under Exercise and Rest Situations via Various Learning Methods

Authors: Zihan Wang, Yaoguang Li, Wei Cui | Published: 2019-05-11
信号処理手法
性能評価
時間系列分析

Interpreting and Evaluating Neural Network Robustness

Authors: Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen | Published: 2019-05-10
ロバスト推定
堅牢性検証手法
敵対的サンプル

On the Connection Between Adversarial Robustness and Saliency Map Interpretability

Authors: Christian Etmann, Sebastian Lunz, Peter Maass, Carola-Bibiane Schönlieb | Published: 2019-05-10
ロバスト推定
敵対的攻撃検出
解釈可能性の損失

Adversarial Defense Framework for Graph Neural Network

Authors: Shen Wang, Zhengzhang Chen, Jingchao Ni, Xiao Yu, Zhichun Li, Haifeng Chen, Philip S. Yu | Published: 2019-05-09 | Updated: 2019-05-10
フレームワーク
ポイズニング
ロバスト推定

Bidirectional RNN-based Few-shot Training for Detecting Multi-stage Attack

Authors: Di Zhao, Jiqiang Liu, Jialin Wang, Wenjia Niu, Endong Tong, Tong Chen, Gang Li | Published: 2019-05-09
DDoS攻撃
攻撃シナリオ分析
機械学習手法

Adversarial Image Translation: Unrestricted Adversarial Examples in Face Recognition Systems

Authors: Kazuya Kakizaki, Kosuke Yoshida | Published: 2019-05-09 | Updated: 2020-01-28
性能低下の要因
敵対的サンプル
敵対的攻撃検出

Reconstruction of Privacy-Sensitive Data from Protected Templates

Authors: Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy | Published: 2019-05-08
プライバシー手法
再構成攻撃
性能低下の要因

Adaptive Generation of Unrestricted Adversarial Inputs

Authors: Isaac Dunn, Hadrien Pouget, Tom Melham, Daniel Kroening | Published: 2019-05-07 | Updated: 2019-10-01
敵対的サンプル
敵対的攻撃検出
適応型敵対的訓練

Machine Learning Cryptanalysis of a Quantum Random Number Generator

Authors: Nhan Duy Truong, Jing Yan Haw, Syed Muhamad Assad, Ping Koy Lam, Omid Kavehei | Published: 2019-05-07 | Updated: 2019-05-13
データ収集手法
機械学習手法
量子計算

Adversarial Examples Are Not Bugs, They Are Features

Authors: Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Logan Engstrom, Brandon Tran, Aleksander Madry | Published: 2019-05-06 | Updated: 2019-08-12
ロバスト推定
性能低下の要因
敵対的サンプル