Florian Skopik

Applying high-performance bioinformatics tools for outlier detection in log data

2017

Most of today's security solutions, such as security information and event management (SIEM) and signature based IDS, require the operator to evaluate potential attack vectors and update detection signatures and rules in a timely manner. …

Dynamic log file analysis: An unsupervised cluster evolution approach for anomaly detection

2018 · Computers & Security

Technological advances and increased interconnectivity have led to a higher risk of previously unknown threats. Cyber Security therefore employs Intrusion Detection Systems that continuously monitor log lines in order to protect systems from such attacks. …

Applying High-Performance Bioinformatics Tools for Outlier Detection in Log Data

2021 · arXiv (Cornell University)

Most of today's security solutions, such as security information and event management (SIEM) and signature based IDS, require the operator to evaluate potential attack vectors and update detection signatures and rules in a timely manner. …