研究方法論

Universal adversarial examples in speech command classification

Authors: Jon Vadillo, Roberto Santana | Published: 2019-11-22 | Updated: 2021-02-13
敵対的サンプル
敵対的攻撃手法
研究方法論

Attack Agnostic Statistical Method for Adversarial Detection

Authors: Sambuddha Saha, Aashish Kumar, Pratyush Sahay, George Jose, Srinivas Kruthiventi, Harikrishna Muralidhara | Published: 2019-11-22
敵対的サンプル
敵対的攻撃
研究方法論

Optimal Explanations of Linear Models

Authors: Dimitris Bertsimas, Arthur Delarue, Patrick Jaillet, Sebastien Martin | Published: 2019-07-08
モデル選択
研究方法論
解釈可能性の損失

Capacity Bounded Differential Privacy

Authors: Kamalika Chaudhuri, Jacob Imola, Ashwin Machanavajjhala | Published: 2019-07-03
プライバシー保護
情報収集手法
研究方法論

Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts

Authors: Xiaoyu Du, Mark Scanlon | Published: 2019-07-02
データ抽出と分析
機械学習フレームワーク
研究方法論

Machine Learning for Intelligent Authentication in 5G-and-Beyond Wireless Networks

Authors: He Fang, Xianbin Wang, Stefano Tomasin | Published: 2019-06-30 | Updated: 2019-07-28
セキュリティテスト
機械学習フレームワーク
研究方法論

advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch

Authors: Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin | Published: 2019-02-20
ポイズニング
敵対的学習
研究方法論

Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks

Authors: Amir Moradibaad, Ramin Jalilian Mashhoud | Published: 2018-12-07 | Updated: 2018-12-13
マルウェア検出
研究方法論
選択手法

Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue

Authors: Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin | Published: 2018-10-19
マルウェア検出
性能評価指標
研究方法論

Generating Labeled Flow Data from MAWILab Traces for Network Intrusion Detection

Authors: Jinoh Kim, Caitlin Sim, Jinhwan Choi | Published: 2018-10-03
データ生成
ログの異常検知
研究方法論