Online log data analysis with efficient machine learning: A review
F Skopik, M Landauer… - IEEE Security & …, 2021 - ieeexplore.ieee.org
IEEE Security & Privacy, 2021•ieeexplore.ieee.org
Logs are incrementally produced textual data that reflect events and their impact on
technical systems. Their efficient analysis is key for operational cybersecurity. We investigate
approaches beyond applying simple regular expressions and provide insights into novel
machine learning mechanisms for parsing and analyzing log data for online anomaly
detection.
technical systems. Their efficient analysis is key for operational cybersecurity. We investigate
approaches beyond applying simple regular expressions and provide insights into novel
machine learning mechanisms for parsing and analyzing log data for online anomaly
detection.
Logs are incrementally produced textual data that reflect events and their impact on technical systems. Their efficient analysis is key for operational cybersecurity. We investigate approaches beyond applying simple regular expressions and provide insights into novel machine learning mechanisms for parsing and analyzing log data for online anomaly detection.
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