Finally, an empirical mask mechanism is proposed, which is guided by the prior knowledge of the anomaly characteristics. Validated on the real-world TFDS-based dataset, the proposed model improves the ...

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

Intelligent Cyber-Physical Systems typically utilize sensors to gather a significant amount of raw data which often possesses temporal and high-dimensional characteristics. Ensuring the data ...