文献データベース

Multi-Task Siamese Neural Network for Improving Replay Attack Detection

Authors: Patrick von Platen, Fei Tao, Gokhan Tur | Published: 2020-02-16
トレーニング手法
損失関数
特徴抽出手法

Federated Learning with Matched Averaging

Authors: Hongyi Wang, Mikhail Yurochkin, Yuekai Sun, Dimitris Papailiopoulos, Yasaman Khazaeni | Published: 2020-02-15
最適化戦略
深層学習手法
連合学習

Undersensitivity in Neural Reading Comprehension

Authors: Johannes Welbl, Pasquale Minervini, Max Bartolo, Pontus Stenetorp, Sebastian Riedel | Published: 2020-02-15
トレーニング手法
脆弱性攻撃手法
防御手法

Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS

Authors: Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal | Published: 2020-02-15
トレーニング手法
マルウェア検出
機械学習アルゴリズム

Adversarial Distributional Training for Robust Deep Learning

Authors: Yinpeng Dong, Zhijie Deng, Tianyu Pang, Hang Su, Jun Zhu | Published: 2020-02-14 | Updated: 2020-11-19
トレーニング手法
ロバスト性評価
損失関数

Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets

Authors: Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, Xingjun Ma | Published: 2020-02-14
ポイズニング
敵対的攻撃検出
防御手法

Identifying Audio Adversarial Examples via Anomalous Pattern Detection

Authors: Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan | Published: 2020-02-13 | Updated: 2020-07-25
敵対的サンプルの脆弱性
敵対的攻撃手法
機械学習の応用

CEB Improves Model Robustness

Authors: Ian Fischer, Alexander A. Alemi | Published: 2020-02-13
ポイズニング
モデル選択手法
ロバスト性評価

Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks

Authors: Roi Pony, Itay Naeh, Shie Mannor | Published: 2020-02-12 | Updated: 2021-06-04
動画分類
感謝の意
敵対的攻撃手法

Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models

Authors: Xiao Zang, Yi Xie, Jie Chen, Bo Yuan | Published: 2020-02-12 | Updated: 2021-06-23
GNN
グラフプライバシー
敵対的攻撃