Log-based anomaly detection with robust feature extraction and online learning
S Han, Q Wu, H Zhang, B Qin, J Hu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Cloud technology has brought great convenience to enterprises as well as customers.
System logs record notable events and are becoming valuable resources to track and …
System logs record notable events and are becoming valuable resources to track and …
Blockchain-driven anomaly detection framework on edge intelligence
There are a large number of end devices in an IoT system, which may malfunction due to
various reasons, such as being attacked. Anomaly detection of the devices and the whole …
various reasons, such as being attacked. Anomaly detection of the devices and the whole …
Sysnif: A log-based workflow construction method and performance measurement in intelligent IoT system
The massive smart devices in intelligent IoT system can break down due to malicious attacks
and system failures. As a non-invasive method, mining workflow from system log can help …
and system failures. As a non-invasive method, mining workflow from system log can help …
WIP: Sysnif: Constructing Workflow from Interleaved Logs in Intelligent IoT System
The massive smart devices in intelligent IoT can be broken due to malicious attacks and
system failures. As a nonintrusive method, workflows mined from system logs facilitate …
system failures. As a nonintrusive method, workflows mined from system logs facilitate …