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A synthetic dataset of 100,000 security event records designed for training machine learning and artificial intelligence models in cybersecurity. It simulates logs from Security Information and Event Management (SIEM) systems, capturing diverse event types such as firewall activities, intrusion detection system alerts, authentication attempts, endpoint activities, network traffic, and cloud events. The dataset was created by author darkknight25 and last updated on July 11, -2025.
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