Synthetic Adversarial Log Objects (SALO)
Synthetic Adversarial Log Objects (SALO) is a framework designed to generate synthetic log events without requiring actual infrastructure or actions to trigger real events. The framework enables security practitioners, data scientists, and researchers to create log events in a simple, repeatable, and randomized manner without the traditional overhead of deploying servers, network monitoring solutions, or complex infrastructure. SALO addresses the challenges associated with generating security logs for testing and research purposes. Previously, creating network security logs such as DNS queries for malicious domains required building servers, implementing network monitoring solutions, and sending actual DNS queries to resolvers with limited customization options. The framework eliminates the need for time-consuming deployments, reduces technical and financial barriers, and simplifies the process of creating complex scenarios that would otherwise require highly technical deployments of software, services, or cloud-native technologies. SALO provides a streamlined approach to log generation that supports security testing, research activities, and data analysis without the complexity of traditional log generation methods.
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