特徴の相互依存性

Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis

Authors: Zhipeng He, Chun Ouyang, Laith Alzubaidi, Alistair Barros, Catarina Moreira | Published: 2024-07-16 | Updated: 2024-10-04
モデル性能評価
攻撃の評価
特徴の相互依存性

Predict And Prevent DDOS Attacks Using Machine Learning and Statistical Algorithms

Authors: Azadeh Golduzian | Published: 2023-08-30
DDoS攻撃
機械学習手法
特徴の相互依存性

Metamorphic Detection of Repackaged Malware

Authors: Shirish Singh, Gail Kaiser | Published: 2021-04-27
マルウェア検出手法
特徴の相互依存性
特徴抽出手法

Fairness Under Feature Exemptions: Counterfactual and Observational Measures

Authors: Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover | Published: 2020-06-14 | Updated: 2021-08-06
差別的でないアルゴリズムの限界
特徴の相互依存性
観察的公平性の測定

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks

Authors: Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang | Published: 2019-08-03
データ生成手法
機械学習
特徴の相互依存性

Anomaly-based Intrusion Detection in Industrial Data with SVM and Random Forests

Authors: Simon D. Duque Anton, Sapna Sinha, Hans Dieter Schotten | Published: 2019-07-24
MLベースのIDS
データ依存性
特徴の相互依存性

Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection

Authors: Mahdieh Zabihimayvan, Derek Doran | Published: 2019-03-13
フィッシング検出
特徴の相互依存性
異常検知手法

Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

Authors: Scott E. Coull, Christopher Gardner | Published: 2019-03-12 | Updated: 2019-03-20
CNNを用いたマルウェア分類
マルウェア分類のためのデータセット
特徴の相互依存性