Subsequence matching with gap-constraints is solvable in O(|D|(|u| + |C|)) time under left-convexity of the languages, optimal under SETH.
StreamLearner: Distributed Incremental Machine Learning on Event Streams,
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SECUREVENT is a hybrid AI/ML and rule-based security monitoring architecture for distributed event-based systems, shown in a synthetic prototype to improve attack recall over static rules while keeping low false positives.
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Tractable Gap-Constraint Languages for Complex Event Recognition
Subsequence matching with gap-constraints is solvable in O(|D|(|u| + |C|)) time under left-convexity of the languages, optimal under SETH.
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SECUREVENT: Hybrid AI/ML Security Monitoring for Distributed Event-Based Systems
SECUREVENT is a hybrid AI/ML and rule-based security monitoring architecture for distributed event-based systems, shown in a synthetic prototype to improve attack recall over static rules while keeping low false positives.