Concept Drift

Thwarting Cybersecurity Attacks with Explainable Concept Drift

Authors: Ibrahim Shaer, Abdallah Shami | Published: 2024-03-18
Cybersecurity
Model Performance Evaluation
Concept Drift

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
Data Collection
Malware Detection
Concept Drift

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

Authors: Sean Kulinski, Saurabh Bagchi, David I. Inouye | Published: 2021-07-14
Data Contamination Detection
Concept Drift
Statistical Testing