機械学習手法

Helping IT and OT Defenders Collaborate

Authors: Glenn A. Fink, Penny McKenzie | Published: 2019-04-16
CPSの制御モデル
データ収集
機械学習手法

On Machine Learning DoS Attack Identification from Cloud Computing Telemetry

Authors: João Henrique Corrêa, Patrick Marques Ciarelli, Moises R. N. Ribeiro, Rodolfo da Silva Villaca | Published: 2019-04-11
DDoS攻撃
データ収集
機械学習手法

Machine Learning in IoT Security: Current Solutions and Future Challenges

Authors: Fatima Hussain, Rasheed Hussain, Syed Ali Hassan, Ekram Hossain | Published: 2019-03-14
IoTネットワークの特性
機械学習手法
深層学習

Peek-a-Boo: I see your smart home activities, even encrypted!

Authors: Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, Selcuk Uluagac | Published: 2018-08-08 | Updated: 2020-05-13
IoTセキュリティ
トラフィック特性分析
機械学習手法

Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer

Authors: Hsueh-Ti Derek Liu, Michael Tao, Chun-Liang Li, Derek Nowrouzezahrai, Alec Jacobson | Published: 2018-08-08 | Updated: 2019-02-17
敵対的学習
敵対的攻撃
機械学習手法

Learning-Aided Physical Layer Authentication as an Intelligent Process

Authors: He Fang, Xianbin Wang, Lajos Hanzo | Published: 2018-08-07
トレーニング手法
学習の改善
機械学習手法

Machine Learning Aided Static Malware Analysis: A Survey and Tutorial

Authors: Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke | Published: 2018-08-03
API calls
マルウェア分類のためのデータセット
機械学習手法

Robust Blind Deconvolution via Mirror Descent

Authors: Sathya N. Ravi, Ronak Mehta, Vikas Singh | Published: 2018-03-21
ロバスト性分析
収束特性
機械学習手法

Resilient Monotone Sequential Maximization

Authors: Vasileios Tzoumas, Ali Jadbabaie, George J. Pappas | Published: 2018-03-21 | Updated: 2020-12-16
リソース消費分析
強化学習アルゴリズム
機械学習手法

Towards an Efficient Anomaly-Based Intrusion Detection for Software-Defined Networks

Authors: Majd Latah, Levent Toker | Published: 2018-03-18 | Updated: 2018-08-19
FDI攻撃検出手法
機械学習手法
評価指標