Search Results for author: Lun-Pin Yuan

Found 2 papers, 2 papers with code

Recomposition vs. Prediction: A Novel Anomaly Detection for Discrete Events Based On Autoencoder

1 code implementation27 Dec 2020 Lun-Pin Yuan, Peng Liu, Sencun Zhu

One of the most challenging problems in the field of intrusion detection is anomaly detection for discrete event logs.

Anomaly Detection Intrusion Detection

Time-Window Group-Correlation Support vs. Individual Features: A Detection of Abnormal Users

1 code implementation27 Dec 2020 Lun-Pin Yuan, Euijin Choo, Ting Yu, Issa Khalil, Sencun Zhu

Autoencoder-based anomaly detection methods have been used in identifying anomalous users from large-scale enterprise logs with the assumption that adversarial activities do not follow past habitual patterns.

Anomaly Detection

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