概念ドリフト

Thwarting Cybersecurity Attacks with Explainable Concept Drift

Authors: Ibrahim Shaer, Abdallah Shami | Published: 2024-03-18
サイバーセキュリティ
モデル性能評価
概念ドリフト

Fast & Furious: Modelling Malware Detection as Evolving Data Streams

Authors: Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Pinagé, Luiz S. Oliveira, André Grégio | Published: 2022-05-24 | Updated: 2022-08-16
データ収集
マルウェア検出
概念ドリフト

Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests

Authors: Sean Kulinski, Saurabh Bagchi, David I. Inouye | Published: 2021-07-14
データ汚染検出
概念ドリフト
統計的検定