BLOG: Backdoor Attack against Log Anomaly Detection Models We present BLOG, a backdoor attack framework specifically designed for log anomaly detection models. By embedding …
Backdoor attack framework exposing vulnerabilities in log anomaly detection models.
CFDet: Counterfactual Explanation for Sequence Anomaly Detection We propose CFDet, a framework that explains sequence anomaly detection by identifying anomalous entries through a …
Counterfactual explanations for sequence anomaly detection, providing interpretable insights.
BA-OCAD: Backdoor Attack Against One-Class Sequential Anomaly Detection Models We present BA-OCAD, a clean-label backdoor attack framework targeting one-class sequential anomaly …
Clean-label backdoor attack against one-class sequential anomaly detection models.
EASD: Explainable Sequential Anomaly Detection via Prototypes We propose EASD, a prototype-based framework for explainable sequential anomaly detection. By linking anomalous …
Prototype-based explainable sequential anomaly detection.
GLEAD: Sequential Anomaly Detection with Local and Global Explanations We propose GLEAD, a framework for sequential anomaly detection that provides both local explanations …
Sequential anomaly detection with local and global explanations.