機械学習技術

On the Suitability of $L_p$-norms for Creating and Preventing Adversarial Examples

Authors: Mahmood Sharif, Lujo Bauer, Michael K. Reiter | Published: 2018-02-27 | Updated: 2018-07-27
敵対的サンプルの検知
敵対的攻撃分析
機械学習技術

Yedrouj-Net: An efficient CNN for spatial steganalysis

Authors: Mehdi Yedroudj, Frederic Comby, Marc Chaumont | Published: 2018-02-26
プライバシー設計原則
機械学習技術
研究方法論

IoT Security Techniques Based on Machine Learning

Authors: Liang Xiao, Xiaoyue Wan, Xiaozhen Lu, Yanyong Zhang, Di Wu | Published: 2018-01-19
IoTセキュリティ
強化学習手法
機械学習技術

Automatic Detection of Malware-Generated Domains with Recurrent Neural Models

Authors: Pierre Lison, Vasileios Mavroeidis | Published: 2017-09-20
マルウェア検出
モデル性能評価
機械学習技術

Practical Machine Learning for Cloud Intrusion Detection: Challenges and the Way Forward

Authors: Ram Shankar Siva Kumar, Andrew Wicker, Matt Swann | Published: 2017-09-20
モデル抽出攻撃
攻撃検出
機械学習技術

A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data

Authors: Abien Fred Agarap | Published: 2017-09-10 | Updated: 2019-02-07
モデル性能評価
攻撃検出
機械学習技術