文献データベース

Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection

Authors: MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami | Published: 2020-08-09
性能評価指標
攻撃検出
機械学習の応用

A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets

Authors: Pedro Miguel Sánchez Sánchez, Jose María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez | Published: 2020-08-07 | Updated: 2021-03-03
データ抽出と分析
デバイス識別手法
リソース使用分析

Investigating maximum likelihood based training of infinite mixtures for uncertainty quantification

Authors: Sina Däubener, Asja Fischer | Published: 2020-08-07 | Updated: 2020-08-17
不確実性評価
敵対的攻撃手法
深層学習手法

Optimizing Information Loss Towards Robust Neural Networks

Authors: Philip Sperl, Konstantin Böttinger | Published: 2020-08-07 | Updated: 2020-09-29
情報理論的アプローチ
敵対的サンプル
敵対的攻撃手法

Deep Active Learning with Crowdsourcing Data for Privacy Policy Classification

Authors: Wenjun Qiu, David Lie | Published: 2020-08-07
アクティブラーニング
データ抽出と分析
プライバシー評価

Stronger and Faster Wasserstein Adversarial Attacks

Authors: Kaiwen Wu, Allen Houze Wang, Yaoliang Yu | Published: 2020-08-06
ウォーターマーキング
敵対的学習
敵対的攻撃

New Directions in Automated Traffic Analysis

Authors: Jordan Holland, Paul Schmitt, Nick Feamster, Prateek Mittal | Published: 2020-08-06 | Updated: 2021-10-19
ウォーターマーキング
データ抽出と分析
機械学習

Data Minimization for GDPR Compliance in Machine Learning Models

Authors: Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash | Published: 2020-08-06
データの隠蔽
データ抽出と分析
機械学習の役割

Training DNN Model with Secret Key for Model Protection

Authors: MaungMaung AprilPyone, Hitoshi Kiya | Published: 2020-08-06
ウォーターマーキング
敵対的学習
機械学習

Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection

Authors: MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami | Published: 2020-08-05
攻撃検出
機械学習
異常検出手法